
<bib>
<comment>
This file was created by the TYPO3 extension publications
--- Timezone: CEST
Creation date: 2026-04-17
Creation time: 00:27:34
--- Number of references
241
</comment>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hoffe.2026</citeid>
<title>Assessing the Effectiveness and Efficiency of Selected Solution Approaches for Two-Dimensional Stock Cutting Problems (Part III): Hybrid Approach for Printed Circuit Boards</title>
<year>2026</year>
<isbn>978-3-032-08358-6</isbn>
<DOI>10.1007/978-3-032-08359-3\textunderscore 5</DOI>
<booktitle>Automation 2025: Recent Advances in Automation, Robotics and Measurement Techniques</booktitle>
<volume>1687</volume>
<publisher>Springer Nature Switzerland</publisher>
<address>Cham</address>
<series>Lecture Notes in Networks and Systems</series>
<editor>Szewczyk, Roman and Zieliński, Cezary and Kaliczyńska, Małgorzata and Bučinskas, Vytautas</editor>
<pages>49—59</pages>
<authors>
<person>
<fn>Leon</fn>
<sn>Hoffe</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Kathrin</fn>
<sn>Klamroth</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Auer.2025b</citeid>
<title>Comparative Study On Remaining Useful Life Prediction Using Testing Data</title>
<year>2025</year>
<DOI>10.1109/RAMS48127.2025.10935141</DOI>
<booktitle>2025 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<pages>1—6</pages>
<keywords>Forecasting;Maximum likelihood estimation;Predictive models;Prognostics;Random access memory;Reliability;Remaining Useful Life (RUL);Shape memory alloys;Smoothing methods;statistical data-based approaches;Time series analysis;Uncertainty;Vectors</keywords>
<authors>
<person>
<fn>Alicia</fn>
<sn>Auer</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Auer.2025</citeid>
<title>Measurement uncertainty and remaining useful life prediction: A case study using testing data from shape memory alloy wires.</title>
<year>2025</year>
<DOI>10.3850/978-981-94-3281-3\textunderscore ESREL-SRA-E2025-P1838-cd</DOI>
<booktitle>Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference</booktitle>
<publisher>Research Publishing</publisher>
<address>Singapore</address>
<editor>Abrahamsen, Eirik Bjorheim and Aven, Terje and Bouder, Frederic and Flage, Roger and Ylönen, Marja</editor>
<pages>346—353</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Auer</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Ioannou.2025b</citeid>
<title>Methods for Analyzing Reliability Engineering: AI-Based Production Capability Regarding Product Lifetime Reliability</title>
<year>2025</year>
<isbn>978-3-658-47472-0</isbn>
<DOI>10.1007/978-3-658-47473-7\textunderscore 3</DOI>
<booktitle>Safety Engineering</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Bracke, Stefan and Pieper, Ralf</editor>
<pages>51—74</pages>
<authors>
<person>
<fn>Georgios</fn>
<sn>Ioannou</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Saeideh</fn>
<sn>Pourghasemian</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Auer.2025c</citeid>
<title>Methods for Analyzing Reliability Engineering: Probabilistics and Accelerated Testing in Early Phases of Product Emergence Process</title>
<year>2025</year>
<isbn>978-3-658-47472-0</isbn>
<DOI>10.1007/978-3-658-47473-7\textunderscore 2</DOI>
<booktitle>Safety Engineering</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Bracke, Stefan and Pieper, Ralf</editor>
<pages>29—49</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Auer</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Ioannou.2025</citeid>
<title>Multivariate Simulation of Product Fleets based on Usage Data: Case Study on Light Electric Vehicles.</title>
<year>2025</year>
<DOI>10.3850/978-981-94-3281-3\textunderscore ESREL-SRA-E2025-P3542-cd</DOI>
<booktitle>Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference</booktitle>
<publisher>Research Publishing</publisher>
<address>Singapore</address>
<editor>Abrahamsen, Eirik Bjorheim and Aven, Terje and Bouder, Frederic and Flage, Roger and Ylönen, Marja</editor>
<pages>1034—1041</pages>
<authors>
<person>
<fn>Georgios</fn>
<sn>Ioannou</sn>
</person>
<person>
<fn>Semih</fn>
<sn>Severengiz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>brackeNeueMethodenUnd2025a</citeid>
<title>Neue Methoden und Trends in der Qualitätswissenschaft: Bericht zur GQW-Jahrestagung 2023 in Wuppertal</title>
<year>2025</year>
<isbn>978-3-658-45898-0 978-3-658-45899-7</isbn>
<DOI>10.1007/978-3-658-45899-7</DOI>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Philipp (ed.)</fn>
<sn>Heß</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Pietruschka.2025</citeid>
<title>Optimizing Automated Optical Inspection for Printed Circuit Boards Using Computer Vision: A Comparative Study for Beneficial Imagesize Reduction.</title>
<year>2025</year>
<DOI>10.3850/978-981-94-3281-3\textunderscore ESREL-SRA-E2025-P9408-cd</DOI>
<booktitle>Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference</booktitle>
<publisher>Research Publishing</publisher>
<address>Singapore</address>
<editor>Abrahamsen, Eirik Bjorheim and Aven, Terje and Bouder, Frederic and Flage, Roger and Ylönen, Marja</editor>
<pages>3368—3375</pages>
<authors>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Saeideh</fn>
<sn>Pourghasemian</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Yamada.2025</citeid>
<title>Product Architecture Derivation Methodology Based on Multi-Objective Design Structure Matrix Integration and Supply Chain Evaluation</title>
<year>2025</year>
<issn>1881-7629</issn>
<DOI>10.20965/ijat.2025.p0088</DOI>
<journal>International Journal of Automation Technology</journal>
<volume>19</volume>
<pages>88—99</pages>
<number>2</number>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Komatsu</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Pietruschka.2025b</citeid>
<title>Prognose der Restlebensdauer zyklisch beanspruchter Linearaktuatoren aus Formgedächtnislegierungen: Ein Ansatz auf Basis von Methoden des maschinellen Lernens</title>
<abstract>Die zunehmenden Anforderungen und Qualitätsansprüche gegenüber technisch komplexen Produkten erfordern den Einsatz neuer Methoden zur Qualitätssicherung im Entwicklungs- und Einsatzzeitraum. Um den Ansprüchen gerecht zu werden, ist eine umfassende Datenerfassung erforderlich, wodurch die Verfügbarkeit von Daten sowohl während der Produktentwicklung, als auch während des Einsatzes durch Condition Monitoring Maßnahmen exponentiell ansteigt. Hierdurch entstehen Herausforderungen bezüglich des Speicherns, Filterns, Priorisieren sowie dem allgemeinen Umgang mit Daten. Allerdings resultiert auch Potential im Kontext der Zuverlässigkeit. Insbesondere für Anwendungsbereiche in denen Zuverlässigkeitsanalysen bisher aufgrund geringer Datenmengen nicht möglich oder unpräzise waren. In diesem Kontext können Methoden des maschinellen Lernens (ML) eine Ergänzung zu klassischen, statistischen Zuverlässigkeitsanalysen und Lebensdauerprognosen darstellen. So können Big Data Analysen mit multivariaten Ansätzen durchgeführt werden, um komplexe und mehrdimensionale Zusammenhänge mit ML-Modellen effizient und zielorientiert zu analysieren. Auf Basis der generierten Erkenntnisse wird das Erreichen von definierten Qualitäts- und Zuverlässigkeitszielen ermittelt und vorausschauende Instandhaltungen ermöglicht. Modelle dieser Art schaffen die Grundlage, Betriebsparameter hinsichtlich eines Optimierungsziels zu bestimmen und auszulegen, um Degradationsprozesse zu analysieren und zu reduzieren.</abstract>
<year>2025</year>
<isbn>978-3-658-45899-7</isbn>
<DOI>10.1007/978-3-658-45899-7\textunderscore 4</DOI>
<booktitle>Neue Methoden und Trends in der Qualitätswissenschaft</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Bracke, Stefan and Heß, Philipp</editor>
<pages>60—84</pages>
<authors>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Hartwig</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Schmidt.2025</citeid>
<title>Substituierung konventioneller Aktorik durch intelligente Werkstoffe: Erprobung der technischen Zuverlässigkeit von aktiv gekühlten Formgedächtnis-Aktoren</title>
<abstract>Aktoren werden zur Realisierung von Stellbewegungen und -kräften in technisch komplexen Systemen eingesetzt. Mit steigender Komplexität der Systeme steigen die Anforderungen an diese Aktoren. Begrenzungen von Bauraum und Gewicht bei hohen, erforderlichen Stellkräften und -bewegungen erschweren den Einsatz konventioneller Aktoren. Ein alternativer Lösungsansatz ist die Nutzung des Formgedächtniseffekts, z.~B. bei Nickel-Titan-Drähten, innerhalb eines Aktorsystems. Aufgrund der hohen Energiedichte von Formgedächtnisdrähten lassen sich hohe Kräfte bei geringem Bauraum und Gewicht realisieren. Weitere Vorteile sind Korrosionsbeständigkeit und ein lautloser sowie energieeffizienter Betrieb. Allerdings ist ein standardisierter Einsatz in vielen potentiellen Anwendungsfeldern bisher nicht möglich, da ein komplexes Materialverhalten vorliegt, welches den Einsatz der Technologie limitiert. Nach einer Aktivierung ist beispielsweise eine Abkühlphase erforderlich, welche die Aktivierungsfrequenz begrenzt. Weiterhin ist das Degradationsverhalten nicht ausreichend erforscht, da kaum standardisierte Erprobungsprogramme für die einheitliche Erprobung der Langzeitzuverlässigkeit existieren. Im Rahmen dieses Beitrags wird ein Prüfstand für Ermüdungsversuche skizziert. Anschließend werden die Messdaten von Lebensdauerversuchen (verschiedene Lastszenarien) analysiert. Der Fokus liegt auf dem Einfluss einer aktiven Belüftung (verkürzte Abkühlphase) auf Ermüdungseffekte und das Ausfallverhalten. Die Datenanalyse erfolgt unter Anwendung verschiedener statistischer Verfahren, um Aussagen zur technischen Zuverlässigkeit der Formgedächtnisdrähte zu treffen. Abschließend wird der Einsatz von Formgedächtnisdrähten zur Substitution von Schrittmotoren in klimatisch anspruchsvollen Umgebungen diskutiert.</abstract>
<year>2025</year>
<isbn>978-3-658-47213-9</isbn>
<DOI>10.1007/978-3-658-47213-9\textunderscore 5</DOI>
<booktitle>Rethinking Quality - Wandel des Qualitätsmanagements durch Digitalisierung und Künstliche Intelligenz</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Jochem, Roland and Meyer, Maurice</editor>
<pages>77—100</pages>
<authors>
<person>
<fn>Marcel</fn>
<sn>Schmidt</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Muller.2025</citeid>
<title>System Reliability Engineering in the Age of Industry 4.0: Challenges and Innovations</title>
<year>2025</year>
<isbn>978-3-658-47472-0</isbn>
<DOI>10.1007/978-3-658-47473-7\textunderscore 4</DOI>
<booktitle>Safety Engineering</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Bracke, Stefan and Pieper, Ralf</editor>
<pages>75—123</pages>
<authors>
<person>
<fn>Isabelle</fn>
<sn>Müller</sn>
</person>
<person>
<fn>Zikai</fn>
<sn>Zhang</sn>
</person>
<person>
<fn>Antoine</fn>
<sn>Tordeux</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Tim M.</fn>
<sn>Julitz</sn>
</person>
<person>
<fn>Nadine</fn>
<sn>Schlüter</sn>
</person>
<person>
<fn>Manuel</fn>
<sn>Löwer</sn>
</person>
<person>
<fn>Nicola</fn>
<sn>Fricke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2025b</citeid>
<title>The German and Japanese Product Development Process and the Usage Phase of Complex Technical Goods: Innovation, Optimisation and Reliability Engineering</title>
<year>2025</year>
<isbn>978-3-658-47472-0</isbn>
<DOI>10.1007/978-3-658-47473-7\textunderscore 1</DOI>
<booktitle>Safety Engineering</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Bracke, Stefan and Pieper, Ralf</editor>
<pages>3—28</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2025</citeid>
<title>The Zero Waste Paste project: Development of an energy-efficient and automated process for the gentle recovery of raw materials from solder paste waste</title>
<year>2025</year>
<DOI>10.3850/978-981-94-3281-3\textunderscore ESREL-SRA-E2025-P5892-cd</DOI>
<booktitle>Proceedings of the 35th European Safety and Reliability & the 33rd Society for Risk Analysis Europe Conference</booktitle>
<publisher>Research Publishing</publisher>
<address>Singapore</address>
<editor>Abrahamsen, Eirik Bjorheim and Aven, Terje and Bouder, Frederic and Flage, Roger and Ylönen, Marja</editor>
<pages>3007—3014</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Nils</fn>
<sn>Kopp</sn>
</person>
<person>
<fn>Rüdiger</fn>
<sn>Knofe</sn>
</person>
<person>
<fn>Tsvetanka</fn>
<sn>Alyova-Pfropper</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Pietruschka.2025c</citeid>
<title>Untersuchungen beschleunigender Degradationsfaktoren von Elektrolyseurkomponenten in der Wasserstoffproduktion unter dem Einfluss erneuerbarer Energielasten</title>
<abstract>In Anbetracht der Klimaschutzziele rückt der Ausbau von Technologien mit innovativ umweltfreundlichem Potenzial verstärkt in den Fokus. Durch die damit einhergehende Energiewende entstehen neue Anforderungen in den Belastungsprofilen technisch komplexer Produkte der Energieerzeugung bzw. -speicherung. Um diesen Herausforderungen begegnen zu können, ist es von substanzieller Bedeutung, die betrieblichen Anforderungen zu analysieren und ihre Auswirkungen auf die Technische Zuverlässigkeit zu verstehen. Als konkretes Anwendungsbeispiel wird in dieser Publikation die Herstellung von Wasserstoffgas fokussiert, welches im industriellen Maßstab durch einen elektrochemischen Prozess in Elektrolyseuranlagen hergestellt wird. Aufgrund der dafür erforderlichen chemisch anspruchsvollen Medien unterliegen die Elektrolyseure einem kontinuierlichen Verschleiß, welcher die Effizienz sowie Effektivität dieser Anlagen mit zunehmender Betriebszeit reduziert, bis diese schließlich ausfallen. Die Zuverlässigkeit der Elektrolyseurkomponenten hängt dabei von einer Vielzahl von Einflussfaktoren wie dem induzierten Strom, der elektrischen Spannung, der Temperatur und der chemischen Zusammensetzung des Elektrolyten ab. Im Hinblick auf den zukünftigen Einsatz der Elektrolyseure, aus erneuerbaren Energien Wasserstoff zu produzieren, entsteht durch die volatilen Lastschwankungen ein komplexes Belastungsprofil, welches bisher nicht berücksichtigt wird. In diesem Beitrag wird ein prototypischer Versuchsaufbau skizziert, um das Degradationsverhalten der Elektrolyseurkomponenten mit dem Anforderungsprofil erneuerbarer Energien datenbasiert zu untersuchen. Durch die implementierte Sensorik erfolgt eine umfassende Aufnahme der degradationsrelevanten Betriebsparameter, wodurch eine Datenbasis für die Anwendung von datenanalytischen Methoden erzeugt wird. Die erste Auswertung der Daten zeigt, dass volatile Lasteinbringungen und die Höhe der Frequenz einen negativen Einfluss auf die Langzeitzuverlässigkeit der Komponenten haben.</abstract>
<year>2025</year>
<isbn>978-3-658-47213-9</isbn>
<DOI>10.1007/978-3-658-47213-9\textunderscore 6</DOI>
<booktitle>Rethinking Quality - Wandel des Qualitätsmanagements durch Digitalisierung und Künstliche Intelligenz</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Jochem, Roland and Meyer, Maurice</editor>
<pages>101—121</pages>
<authors>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Benno</fn>
<sn>Büttner</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Inoue.2024</citeid>
<title>A Strategy for Design of Product Architecture Considering Supply Chain</title>
<year>2024</year>
<isbn>978-3-00-079330-1</isbn>
<DOI>10.23919/EGG62010.2024.10631255</DOI>
<booktitle>2024 Electronics Goes Green 2024+ (EGG)</booktitle>
<publisher>IEEE</publisher>
<pages>1—5</pages>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Komatsu</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Kneifel.2024</citeid>
<title>AI-based Wear Analysis of Sawing Processes using Machine Data</title>
<year>2024</year>
<isbn>9783942709330</isbn>
<booktitle>GFaI Tagungsband 2023 AI4EA Workshop (Berlin Workshop on Artificial Intelligence for Engineering Applications), 3D-NordOst (3D in Science & Applications) GFaI Gesellschaft zur Förderung angewandter Informatik e.V. ; Herausgeber/Organisation: St. Rothstock, B. Hohnhäuser, M. Koddenbrock, B. Botsch, M. Bauer</booktitle>
<publisher>Gesellschaft zur Förderung angewandter Informatik e.V</publisher>
<address>Berlin</address>
<editor>Rothstock, Stephan</editor>
<pages>13—19</pages>
<file_url>https://www.gfai.de/fileadmin/Downloads/Tagungsband/gfaI-tagungsband-2023.pdf</file_url>
<authors>
<person>
<fn>Jens</fn>
<sn>Kneifel</sn>
</person>
<person>
<fn>Christian</fn>
<sn>Steinberg</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Böttinger</sn>
</person>
<person>
<fn>Robin</fn>
<sn>Roj</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Theiß</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Dültgen</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jörg</fn>
<sn>Blecher</sn>
</person>
<person>
<fn>Norbert</fn>
<sn>Böhme</sn>
</person>
<person>
<fn>Christian</fn>
<sn>Klostermann</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Pietruschka.2024</citeid>
<title>Alternative approach to modelling complex failure behaviours of technical products: Comparative Study Sb Johnson versus Weibull.</title>
<year>2024</year>
<isbn>978-83-68136-15-9</isbn>
<booktitle>Proceedings of the 34th European Safety and Reliability Conference</booktitle>
<editor>Kołowrocki, Krzysztof and Dąbrowska, Ewa</editor>
<pages>135—144</pages>
<authors>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Ioannou.2024</citeid>
<title>Analysis of battery cells via computer tomography: Possibilities and technical limits of detectability regarding to function- and safety-critical failures.</title>
<year>2024</year>
<isbn>978-83-68136-14-2</isbn>
<booktitle>Proceedings of the 34th European Safety and Reliability Conference</booktitle>
<editor>Kołowrocki, Krzysztof and Magryta-Mut, Beata</editor>
<pages>59—68</pages>
<authors>
<person>
<fn>Georgios</fn>
<sn>Ioannou</sn>
</person>
<person>
<fn>Olaf</fn>
<sn>Günnewig</sn>
</person>
<person>
<fn>Martin</fn>
<sn>Münker</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Ulutas.2024</citeid>
<title>Assessing the Effectiveness and Efficiency of Selected Solution Approaches for Two-Dimensional Stock Cutting Problems (Part I): Case Study Printed Circuit Boards</title>
<year>2024</year>
<isbn>978-3-031-56465-9</isbn>
<DOI>10.1007/978-3-031-56463-5\textunderscore 9</DOI>
<booktitle>Advances in Manufacturing IV</booktitle>
<publisher>Springer Nature Switzerland</publisher>
<address>Cham</address>
<series>Lecture notes in mechanical engineering</series>
<editor>Gapiński, Bartosz and Ciszak, Olaf and Ivanov, Vitalii and Machado, Jose Mendes</editor>
<pages>107—121</pages>
<authors>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Georgios</fn>
<sn>Ioannou</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2024b</citeid>
<title>Beitrag Zur Prognose Der Restnutzungsdauer von Komplex Beanspruchten Werkzeugen Auf Der Grundlage Einer Empirischen Fallstudie Zur Korrosion von Bleianoden</title>
<year>2024</year>
<isbn>978-3-8440-9333-9</isbn>
<edition>1. Auflage</edition>
<volume>6</volume>
<publisher>Shaker</publisher>
<address>Düren</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Popp.2024</citeid>
<title>Fahrzyklen und realitätsnahe Testprofile zur Bestimmung des Gesundheitszustands von Lithium-Ionen Zellen in Elektrofahrzeugen</title>
<year>2024</year>
<isbn>978-3-658-42646-0</isbn>
<DOI>10.1007/978-3-658-42647-7\textunderscore 16</DOI>
<booktitle>Next Chapter in Mobility</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Proff, Heike</editor>
<pages>229—247</pages>
<authors>
<person>
<fn>Alexander</fn>
<sn>Popp</sn>
</person>
<person>
<fn>Benedikt</fn>
<sn>Schmülling</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2024</citeid>
<title>Long-term reliability of dental implants: Development of a multivariate test rig for accelerated testing under realistic conditions</title>
<year>2024</year>
<booktitle>17th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>PSAM and ASRAM</editor>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Marcel</fn>
<sn>Schmidt</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2024c</citeid>
<title>Long-Term Reliability of Shape Memory Wires: Analysis of the Influence of Different Activation Profiles on the Degradation Behavior and Lifetime</title>
<year>2024</year>
<isbn>978-0-7918-8832-2</isbn>
<DOI>10.1115/SMASIS2024-140251</DOI>
<booktitle>ASME 2024 Conference on Smart Materials, Adaptive Structures and Intelligent Systems</booktitle>
<publisher>American Society of Mechanical Engineers</publisher>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Tobias</fn>
<sn>Schmelter</sn>
</person>
<person>
<fn>Bernd</fn>
<sn>Kuhlenkötter</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2024</citeid>
<title>Qualification of AI-Based Surface Topography Inspection Systems for Inline Measurement in Series Production: Tactile Touch Systems Versus Optical AI Analysis</title>
<year>2024</year>
<isbn>978-3-031-56469-7</isbn>
<DOI>10.1007/978-3-031-56467-3\textunderscore 12</DOI>
<booktitle>Advances in Manufacturing IV</booktitle>
<publisher>Springer Nature Switzerland</publisher>
<address>Cham</address>
<series>Lecture notes in mechanical engineering</series>
<editor>Diering, Magdalena and Wieczorowski, Michał and Harugade, Mukund</editor>
<pages>144—158</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Alexander</fn>
<sn>Lindworsky</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Guenther.2024</citeid>
<title>Second Life for Lithium-Ion Traction Batteries</title>
<year>2024</year>
<DOI>10.3390/su16177288</DOI>
<journal>Sustainability</journal>
<volume>16</volume>
<pages>7288</pages>
<number>17</number>
<authors>
<person>
<fn>Lea H.</fn>
<sn>Guenther</sn>
</person>
<person>
<fn>Volker</fn>
<sn>Klein</sn>
</person>
<person>
<fn>Georg</fn>
<sn>Loef</sn>
</person>
<person>
<fn>André</fn>
<sn>Pohl</sn>
</person>
<person>
<fn>Haimanot</fn>
<sn>Okube</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Winterbur</sn>
</person>
<person>
<fn>Georg</fn>
<sn>Röwer</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Wegener</sn>
</person>
<person>
<fn>Roland</fn>
<sn>Goertz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2024b</citeid>
<title>Testing dental implants: The development of a test rig that enables testing under realistic conditions to ensure the long-term reliability.</title>
<year>2024</year>
<isbn>978-83-68136-22-7</isbn>
<booktitle>Proceedings of the 34th European Safety and Reliability Conference</booktitle>
<editor>Kołowrocki, Krzysztof and Kosmowski, Kazimierz</editor>
<pages>97—106</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Marcel</fn>
<sn>Schmidt</sn>
</person>
<person>
<fn>Niclas</fn>
<sn>Albrecht</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Duy</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hartwig.2023</citeid>
<title>Auslegung eines Accelerated Life Tests zur Abbildung der Langzeit-Zuverlässigkeit von Produkten im Prototypenstadium</title>
<year>2023</year>
<isbn>978-3-658-40587-8</isbn>
<DOI>10.1007/978-3-658-40588-5\textunderscore 3</DOI>
<booktitle>Nachhaltiges Qualitätsdatenmanagement</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Gröger, Sophie</editor>
<pages>44—57</pages>
<authors>
<person>
<fn>Fabian</fn>
<sn>Hartwig</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Severin</fn>
<sn>Dahms</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2023</citeid>
<title>Framework for the Monitoring of Complex Surfaces Based on Optical Assessment</title>
<year>2023</year>
<isbn>978-981-18-8071-1</isbn>
<DOI>10.3850/978-981-18-8071-1\textunderscore P444-cd</DOI>
<booktitle>Proceedings of the 33rd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Brito, Mário P. and Aven, Terje and Baraldi, Piero and Čepin, Marko and Zio, Enrico</editor>
<pages>1729—1736</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2023</citeid>
<title>Identification of Risky Parts in a Product Fleet in the Usage Phase Based on Cluster Analysis — Case Study Light Electric Vehicle in the Urban Environment</title>
<year>2023</year>
<isbn>978-981-18-8071-1</isbn>
<DOI>10.3850/978-981-18-8071-1\textunderscore P307-cd</DOI>
<booktitle>Proceedings of the 33rd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Brito, Mário P. and Aven, Terje and Baraldi, Piero and Čepin, Marko and Zio, Enrico</editor>
<pages>3520—3527</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2023c</citeid>
<title>Optical Surface Analysis with Support Vector Machines based on Two Different Measurement Techniques</title>
<year>2023</year>
<isbn>978-981-18-8071-1</isbn>
<DOI>10.3850/978-981-18-8071-1\textunderscore P409-cd</DOI>
<booktitle>Proceedings of the 33rd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Brito, Mário P. and Aven, Terje and Baraldi, Piero and Čepin, Marko and Zio, Enrico</editor>
<pages>2721—2722</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2023b</citeid>
<title>Uncertainty Quantification of Different Data Sources with Regard to a LSTM Analysis of Grinded Surfaces</title>
<year>2023</year>
<isbn>978-981-18-8071-1</isbn>
<DOI>10.3850/978-981-18-8071-1\textunderscore P408-cd</DOI>
<booktitle>Proceedings of the 33rd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Brito, Mário P. and Aven, Terje and Baraldi, Piero and Čepin, Marko and Zio, Enrico</editor>
<pages>1869—1876</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Kowol.2022</citeid>
<title>A-Eye: Driving with the Eyes of AI for Corner Case Generation</title>
<year>2022</year>
<isbn>978-989-758-609-5</isbn>
<DOI>10.5220/0011526500003323</DOI>
<booktitle>Proceedings of the 6th International Conference on Computer-Human Interaction Research and Applications</booktitle>
<publisher>SCITEPRESS - Science and Technology Publications</publisher>
<pages>41—48</pages>
<authors>
<person>
<fn>Kamil</fn>
<sn>Kowol</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bruggemann.2022c</citeid>
<title>An Application of Semi-Supervised Learning to Sparsely Labelled Data</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R16-01-516-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>799—806</pages>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2022</citeid>
<title>Anwendung von Algorithmen des Maschinellen Lernens zur Beurteilung der Qualität von fein geschliffenen Messeroberflächen als Grundlage für die kontinuierliche Prozessverbesserung im Rahmen des Qualitätsmanagements</title>
<year>2022</year>
<isbn>978-3-658-38685-6</isbn>
<DOI>10.1007/978-3-658-38686-3\textunderscore 10</DOI>
<booktitle>Trends und Entwicklungstendenzen im Qualitätsmanagement</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Woll, Ralf and Goldmann, Christine</editor>
<pages>169—187</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2022c</citeid>
<title>Application of Random Forest Algorithm for the Quality Determination of Manufactured Surfaces</title>
<year>2022</year>
<isbn>978-3-031-00166-6</isbn>
<DOI>10.1007/978-3-031-00218-2\textunderscore 8</DOI>
<booktitle>Advances in manufacturing III</booktitle>
<publisher>Springer</publisher>
<address>Cham</address>
<series>Lecture notes in mechanical engineering</series>
<editor>Hamrol, Adam and Grabowska, Marta and Maletič, Damjan</editor>
<pages>87—98</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2022e</citeid>
<title>Application of the Gaussian Mixture Model algorithm for the unsupervised analysis of surface topographies</title>
<year>2022</year>
<isbn>9781713863755</isbn>
<booktitle>16th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>PSAM</editor>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Doha</fn>
<sn>Meslem</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Puls.2022b</citeid>
<title>Comparative Study on Multivariate Trend Analysis by the Example of Traction Batteries in the Usage Phase</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R16-09-212-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>862—869</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2022</citeid>
<title>COVID-19 pandemic: Analyzing spreading behavior of different infection waves within the first two years in Germany by the use of reliability methods</title>
<year>2022</year>
<isbn>9781713863755</isbn>
<booktitle>16th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>PSAM</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Puls.2022</citeid>
<title>COVID-19-Pandemie: Transfer von Methoden der Technischen Zuverlässigkeit zur Analyse von Ausbreitungsverhalten und Eindämmungsmaßnahmen</title>
<year>2022</year>
<isbn>978-3-658-38685-6</isbn>
<DOI>10.1007/978-3-658-38686-3\textunderscore 6</DOI>
<booktitle>Trends und Entwicklungstendenzen im Qualitätsmanagement</booktitle>
<publisher>Springer Fachmedien Wiesbaden</publisher>
<address>Wiesbaden</address>
<editor>Woll, Ralf and Goldmann, Christine</editor>
<pages>95—114</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bruggemann.2022b</citeid>
<title>Fundamental Analysis of a Circular Metal Sawing Process</title>
<year>2022</year>
<isbn>978-3-031-00804-7</isbn>
<DOI>10.1007/978-3-031-00805-4\textunderscore 11</DOI>
<booktitle>Advances in Manufacturing III</booktitle>
<publisher>Springer International Publishing</publisher>
<address>Cham</address>
<series>Lecture notes in mechanical engineering</series>
<editor>Gapiński, Bartosz and Ciszak, Olaf and Ivanov, Vitalii</editor>
<pages>124—137</pages>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Kneifel</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bruggemann.2022</citeid>
<title>Further Analysis of a Circular Metal Sawing Process</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R22-15-509-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>1315—1322</pages>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Theren.2022b</citeid>
<title>Influence of the Phase Transformation Behaviour of NiTi Shape Memory Alloy Wires on the Predictability of Strain During Operation</title>
<year>2022</year>
<isbn>978-0-7918-8627-4</isbn>
<DOI>10.1115/SMASIS2022-88882</DOI>
<booktitle>ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems</booktitle>
<publisher>American Society of Mechanical Engineers</publisher>
<authors>
<person>
<fn>Benedict</fn>
<sn>Theren</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bernd</fn>
<sn>Kuhlenkötter</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2022b</citeid>
<title>LSTM based Condition Monitoring of Fine Grinded Surfaces</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore S05-09-529-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>2039—2046</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Jannis</fn>
<sn>Pietruschka</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Neupert.2022</citeid>
<title>New Two Phases Distribution model for Modelling of Failures Caused by a Change in Material Property</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R28-05-358-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>1633—1638</pages>
<authors>
<person>
<fn>Franz-Georg</fn>
<sn>Neupert</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2022d</citeid>
<title>The Application of the K-means Algorithm for the Unsupervised Analysis of Surface Topographies</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R16-02-524-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>807—814</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Doha</fn>
<sn>Meslem</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Theren.2022</citeid>
<title>The Development and Verification of a Simulation Model of Shape-Memory Alloy Wires for Strain Prediction</title>
<year>2022</year>
<DOI>10.3390/cryst12081121</DOI>
<journal>Crystals</journal>
<volume>12</volume>
<pages>1121</pages>
<number>8</number>
<authors>
<person>
<fn>Benedict</fn>
<sn>Theren</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bernd</fn>
<sn>Kuhlenkötter</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Guenther.2022</citeid>
<title>Usage Data Analysis of Lithium-Ion Batteries as a Base for the Prediction of the Product Reliability in a Specific Second Life Application</title>
<year>2022</year>
<isbn>978-981-18-5183-4</isbn>
<DOI>10.3850/978-981-18-5183-4\textunderscore R22-02-057-cd</DOI>
<booktitle>Book of Extended Abstracts for the 32nd European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon</editor>
<pages>1212—1219</pages>
<authors>
<person>
<fn>Lea Hannah</fn>
<sn>Guenther</sn>
</person>
<person>
<fn>Pit</fn>
<sn>Fiur</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2021</citeid>
<title>A Comprehensive Parameter Study Regarding the Neural Networks Based Monitoring of Grinded Surfaces</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 521-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>2014—2021</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Radetzky.2021c</citeid>
<title>Analysis of aperiodic surface topography: The impact of measurement uncertainty on surface parameter correlation</title>
<year>2021</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2021.08.147</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>54</volume>
<pages>1236—1240</pages>
<number>1</number>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Severengiz.2021</citeid>
<title>Analysis of the environmental impact of e-scooter sharing services considering product reliability characteristics and durability</title>
<year>2021</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2021.01.072</DOI>
<journal>Procedia CIRP</journal>
<volume>96</volume>
<pages>181—188</pages>
<authors>
<person>
<fn>Semih</fn>
<sn>Severengiz</sn>
</person>
<person>
<fn>Nora</fn>
<sn>Schelte</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bruggemann.2021b</citeid>
<title>Ansätze zur Verbesserung KI-basierter Systeme für das autonome Fahren</title>
<year>2021</year>
<isbn>978-3-662-63242-0</isbn>
<DOI>10.1007/978-3-662-63243-7\textunderscore 6</DOI>
<booktitle>Qualitätsmanagement in den 20er Jahren - Trends und Perspektiven</booktitle>
<publisher>Springer Berlin and Springer Vieweg</publisher>
<address>Berlin</address>
<editor>Leyendecker, Bert</editor>
<pages>100—119</pages>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
<person>
<fn>Matthias</fn>
<sn>Rottmann</sn>
</person>
<person>
<fn>Kira</fn>
<sn>Maag</sn>
</person>
<person>
<fn>Robin</fn>
<sn>Chan</sn>
</person>
<person>
<fn>Marius</fn>
<sn>Schubert</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2021b</citeid>
<title>Beitrag Zur Entwicklung Eines Konzepts Zur Multivariaten Simulation Der Nutzung Technisch Komplexer Produkte Auf Basis Analysierter Felddaten</title>
<year>2021</year>
<isbn>978-3-8440-8011-7</isbn>
<edition>1. Auflage</edition>
<volume>4</volume>
<publisher>Shaker</publisher>
<address>Düren</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Gunther.2021c</citeid>
<title>CNN Based Analysis of Grinded Surfaces</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 181-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>1026—1033</pages>
<authors>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Puls.2021b</citeid>
<title>COVID-19 pandemic risk analytics: Data mining with reliability engineering methods for analyzing spreading behavior and comparison with infectious diseases</title>
<year>2021</year>
<isbn>978-3-030-74555-4</isbn>
<DOI>10.1007/978-3-030-74556-1\textunderscore 18</DOI>
<booktitle>Reliability Engineering and Computational Intelligence</booktitle>
<publisher>Springer</publisher>
<address>Cham</address>
<editor>van Gulijk, Coen and Zaitseva, Elena</editor>
<pages>293—307</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2021</citeid>
<title>Covid-19 Pandemic: Analyzing of Different Pandemic Control Strategies Using Saturation Models</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 397-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>2202—2207</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Lars</fn>
<sn>Grams</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2021c</citeid>
<title>COVID-19 Pandemic: Analyzing of Spreading Behavior, the Impact of Restrictions and Prevention Measures in Germany and Japan</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 395-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>969—976</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2021</citeid>
<title>Detection of Defects on Printed Circuit Boards Using Instance Segmentation</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 260-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>1047—1053</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2021b</citeid>
<title>Die COVID-19-Ausbreitung ist nicht grippal! Analyse des Infektionsgeschehens mit Methoden der Zuverlässigkeitstechnik.</title>
<year>2021</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>66</volume>
<number>4</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2021</citeid>
<title>Estimation Of The Remaining Lifetime Of Shape Memory Alloy Actuators During Prototype Testing: Analysis Of The Impact Of Different Currents</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 555-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>3170—3177</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Radetzky.2021d</citeid>
<title>Image Based Wear Behaviour Analyis of Cutting Tools</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 609-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>2659—2664</pages>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Tom</fn>
<sn>Stürwold</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Radetzky.2021b</citeid>
<title>Manufacturing process parameter adaptation for high precision fine grinded surface topographies: Customised approach within cutlery case study</title>
<year>2021</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2021.01.094</DOI>
<journal>Procedia CIRP</journal>
<volume>96</volume>
<pages>319—323</pages>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Neupert.2021</citeid>
<title>New Mixture Distribution Model for Mapping and Analyzing Different Failure Mechanism Caused by Different Stresses</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 396-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>1999—2004</pages>
<authors>
<person>
<fn>Franz-Georg</fn>
<sn>Neupert</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2021d</citeid>
<title>Reliability engineering data analytics as base of operations for maintenance planning: A cutting tool case study</title>
<year>2021</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2021.08.151</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>54</volume>
<pages>1260—1265</pages>
<number>1</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Gunther.2021</citeid>
<title>Reliability Engineering of Electric Vehicle Powertrains: Data Collection and Analysis Based on Products in the Usage Phase</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 183-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>2573—2580</pages>
<authors>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Tobias</fn>
<sn>Scholz</sn>
</person>
<person>
<fn>Friedbert</fn>
<sn>Pautzke</sn>
</person>
<person>
<fn>Heiko</fn>
<sn>Fechtner</sn>
</person>
<person>
<fn>Benedikt</fn>
<sn>Schmuelling</sn>
</person>
<person>
<fn>Nora</fn>
<sn>Schelte</sn>
</person>
<person>
<fn>Semih</fn>
<sn>Severengiz</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Puls.2021</citeid>
<title>Reliability Methods for Analyzing Covid-19 Pandemic Spreading Behavior, Lockdown Impact and Infectiousness</title>
<year>2021</year>
<isbn>978-981-18-2016-8</isbn>
<DOI>10.3850/978-981-18-2016-8\textunderscore 394-cd</DOI>
<booktitle>Proceedings of the 31st European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing (S)</publisher>
<address>Singapore</address>
<editor>Castanier, Bruno and Čepin, Marko and Bigaud, David and Bérenguer, Christophe</editor>
<pages>961—968</pages>
<authors>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bruggemann.2021</citeid>
<title>Software architecture for human- centered reliability assessment for neural networks in autonomous</title>
<year>2021</year>
<DOI>10.19124/ima.2021.01.8</DOI>
<booktitle>Proc. of the 11th IMA International Conference on Modelling in Industrial Maintenance and Reliability</booktitle>
<publisher>Institute of Mathematics & its Applications</publisher>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Robin</fn>
<sn>Chan</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Radetzky.2021</citeid>
<title>The influence of contact force variation on surface topographies within high precision cutlery fine grinding</title>
<year>2021</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2021.02.021</DOI>
<journal>Procedia CIRP</journal>
<volume>101</volume>
<pages>186—189</pages>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Pit</fn>
<sn>Fiur</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Gunther.2021b</citeid>
<title>Verwendung von Computer Vision in Kombination mit maschinellem Lernen zur Analyse der Oberflächenbeschaffenheit von fein geschliffenen Messerklingen</title>
<year>2021</year>
<isbn>978-3-662-62441-8</isbn>
<DOI>10.1007/978-3-662-62442-5\textunderscore 6</DOI>
<booktitle>Datengetriebenes Qualitätsmanagement</booktitle>
<publisher>Springer Berlin and Springer Vieweg</publisher>
<address>Berlin</address>
<editor>Schmitt, Robert H.</editor>
<pages>96—113</pages>
<authors>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Kowol.2021</citeid>
<title>YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors</title>
<year>2021</year>
<DOI>10.5220/0010239301770186</DOI>
<booktitle>Proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, Volume 2, Online Streaming, February 4-6, 2021</booktitle>
<publisher>SCITEPRESS</publisher>
<editor>Rocha, Ana Paula and Steels, Luc and van den Herik, Jaap</editor>
<pages>177—186</pages>
<authors>
<person>
<fn>Kamil</fn>
<sn>Kowol</sn>
</person>
<person>
<fn>Matthias</fn>
<sn>Rottmann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Inoue.2020</citeid>
<title>A modular design strategy considering sustainability and supplier selection</title>
<year>2020</year>
<DOI>10.1299/jamdsm.2020jamdsm0023</DOI>
<journal>Journal of Advanced Mechanical Design, Systems, and Manufacturing</journal>
<volume>14</volume>
<number>2</number>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Shogo</fn>
<sn>Miyajima</sn>
</person>
<person>
<fn>Katsuhide</fn>
<sn>Ishii</sn>
</person>
<person>
<fn>Rina</fn>
<sn>Hasebe</sn>
</person>
<person>
<fn>Kazuhiro</fn>
<sn>Aoyama</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2020c</citeid>
<title>An Approach to Predict the Lifetime of Shape Memory Actuators based on Accelerated Testing Measurements</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 4332-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>1528—1535</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Sochacki.2020b</citeid>
<title>Ansatz zur Anpassung von Wartungs- und Instandhaltungspaketen auf Basis maschineller Lernalgorithmen im Hinblick auf den zuverlässigen Betrieb technisch komplexer Produkte</title>
<year>2020</year>
<isbn>978-3-662-60691-9</isbn>
<DOI>10.1007/978-3-662-60692-6\textunderscore 13</DOI>
<booktitle>Potenziale Künstlicher Intelligenz für die Qualitätswissenschaft</booktitle>
<publisher>Springer Berlin Heidelberg</publisher>
<address>Berlin, Heidelberg</address>
<editor>Schmitt, Robert Heinrich</editor>
<pages>221—236</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2020</citeid>
<title>Application of Computer Vision in the Analysis and Prediction of Fine Grinded Surfaces</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 4477-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>1718—1725</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Rosebrock.2020c</citeid>
<title>Approach for the determination of maintenance strategies based on an empirical case study</title>
<year>2020</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2020.11.024</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>53</volume>
<pages>149—154</pages>
<number>3</number>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2020</citeid>
<title>Concept for a Second Life use of Traction Batteries in Private Households: The Impact of an Adapted Environmental Setting on the Product Reliability</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 5827-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>4178—4185</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2020c</citeid>
<title>COVID-19 Pandemic Data Analytics: Data Heterogeneity, Spreading Behavior, and Lockdown Impact</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 5792-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>422—429</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
<person>
<fn>Lars</fn>
<sn>Grams</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Yamada.2020</citeid>
<title>Decision Support Method for Upgrade Cycle Planning and Product Architecture Design of an Upgradable Product</title>
<year>2020</year>
<issn>1881-7629</issn>
<DOI>10.20965/ijat.2020.p0919</DOI>
<journal>International Journal of Automation Technology</journal>
<volume>14</volume>
<pages>919—929</pages>
<number>6</number>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Shogo</fn>
<sn>Miyajima</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bruggemann.2020</citeid>
<title>Detecting Out of Distribution Objects in Semantic Segmentation of Street Scenes</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 4518-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>3023—3030</pages>
<authors>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Robin</fn>
<sn>Chan</sn>
</person>
<person>
<fn>Matthias</fn>
<sn>Rottmann</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2020e</citeid>
<title>Estimation of Failure Probabilities for Maintenance Activities Regarding Product Fleets in Use: Censored Data Handling – An Automotive Engineering Case Study</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 5793-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>2938—2944</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Franz-Georg</fn>
<sn>Neupert</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2020</citeid>
<title>Fault Detection in the Manufacturing Process of Printed Circuit Boards using Computer Vision</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 4438-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>1703—1709</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Lars</fn>
<sn>Grams</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Sochacki.2020</citeid>
<title>Prediction of Failure Candidates of Technical Products in the Field Based on a Multivariate Usage Profile Using Machine Learning Algorithms Regarding Operating Data</title>
<year>2020</year>
<isbn>978-3-030-27928-8</isbn>
<DOI>10.1007/978-3-030-27928-8\textunderscore 84</DOI>
<booktitle>Human systems engineering and design II</booktitle>
<volume>1026</volume>
<publisher>Springer International Publishing</publisher>
<address>Cham</address>
<series>Advances in Intelligent Systems and Computing</series>
<editor>Ahram, Tareq Z. and Karwowski, Waldemar and Pickl, Stefan and Taiar, Redha</editor>
<pages>555—560</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2020b</citeid>
<title>Preventive maintenance planning based on Weibull distribution models: The impact of the random scatter behaviour of the threshold parameter</title>
<year>2020</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2020.11.026</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>53</volume>
<pages>161—166</pages>
<number>3</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2020b</citeid>
<title>Simulation of Anode Corrosion In The Electrowinning Process Of Non-Ferrous Metals</title>
<year>2020</year>
<isbn>978-1-7281-3690-5</isbn>
<DOI>10.1109/RAMS48030.2020.9153626</DOI>
<booktitle>2020 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<pages>1—6</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>He.2020b</citeid>
<title>Smart material actuators as a contributor for IoT-based smart applications and systems: Analyzing prototype and process measurement data of shape memory actuators for reliability and risk prognosis</title>
<year>2020</year>
<DOI>10.1299/jamdsm.2020jamdsm0026</DOI>
<journal>Journal of Advanced Mechanical Design, Systems, and Manufacturing</journal>
<volume>14</volume>
<pages>JAMDSM0026-JAMDSM0026</pages>
<number>2</number>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2020d</citeid>
<title>Weibull Distribution Model: Empirical Study with Regard to the Scatter Behaviour of Threshold Parameter - Impact on Risk Analytics</title>
<year>2020</year>
<isbn>978-981-14-8593-0</isbn>
<DOI>10.3850/978-981-14-8593-0\textunderscore 4148-cd</DOI>
<booktitle>E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico</editor>
<pages>4818—4825</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Alicia</fn>
<sn>Puls</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>He.2020</citeid>
<title>Zuverlässigkeitstechnik bei Formgedächtnisaktoren: Entwicklung von Prüfstandstechnik und Erprobungsprogramm</title>
<year>2020</year>
<isbn>978-3-662-60691-9</isbn>
<DOI>10.1007/978-3-662-60692-6\textunderscore 3</DOI>
<booktitle>Potenziale Künstlicher Intelligenz für die Qualitätswissenschaft</booktitle>
<publisher>Springer Berlin Heidelberg</publisher>
<address>Berlin, Heidelberg</address>
<editor>Schmitt, Robert Heinrich</editor>
<pages>39—56</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2019b</citeid>
<title>Aperiodic Surface Topographies Based on High Precision Grinding Processes: Analysis of Cutting Fluid and Cleaning Process Influences Using Non-parametric Statistics</title>
<year>2019</year>
<isbn>978-3-319-97489-7</isbn>
<DOI>10.1007/978-3-319-97490-3\textunderscore 5</DOI>
<booktitle>Intelligent Systems in Production Engineering and Maintenance</booktitle>
<volume>835</volume>
<publisher>Springer International Publishing</publisher>
<address>Cham</address>
<series>Advances in Intelligent Systems and Computing</series>
<editor>Burduk, Anna and Chlebus, Edward and Nowakowski, Tomasz and Tubis, Agnieszka</editor>
<pages>44—55</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2019</citeid>
<title>Approach for the simulation of anode corrosion in electrolysis processes</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0583-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>1897—1903</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Radetzky.2019</citeid>
<title>Approach to adapt manufacturing process parameters systematically based on machine learning algorithms</title>
<year>2019</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2019.11.458</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>52</volume>
<pages>1773—1778</pages>
<number>13</number>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2019f</citeid>
<title>Basic structure of lessons learned approach to improve manufacturing processes: A case study</title>
<year>2019</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2019.11.327</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>52</volume>
<pages>1010—1015</pages>
<number>13</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2019b</citeid>
<title>Comparison of Inductive Learning and Neural Networks in Condition Monitoring Systems of Complex Machines</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0338-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>1141—1147</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Kottermann.2019</citeid>
<title>Customer Segments and their Reliability Characteristics Generated from field Operation and Warranty Data</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0466-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>2332—2339</pages>
<authors>
<person>
<fn>Thomas</fn>
<sn>Köttermann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Yamada.2019</citeid>
<title>Decision support method for planning upgrade cycle and designing product architecture of upgradable product service system.</title>
<year>2019</year>
<booktitle>11th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign2019)</booktitle>
<editor>Pacifico Yokohama</editor>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Shogo</fn>
<sn>Miyajima</sn>
</person>
<person>
<fn>Rina</fn>
<sn>Hasebe</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2019</citeid>
<title>Development of innovative products versus safety engineering: Avoiding goal conflicts</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0661-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>2860—2866</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Monika</fn>
<sn>Piskala</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Reinecke.2019</citeid>
<title>Dynamic Adaption of Maintenance Packages within the Product Use Phase using Machine Learning Methods Regarding Operating Data</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0309-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>554—561</pages>
<authors>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2019g</citeid>
<title>Efficiency and effectivity of high precision grinding manufacturing processes: An approach based on combined DEA and cluster analyses</title>
<year>2019</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2019.02.069</DOI>
<journal>Procedia CIRP</journal>
<volume>79</volume>
<pages>292—297</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Rosebrock.2019b</citeid>
<title>Evaluation of the Sustainable Efficiency of two Manufacturing Processes using Life-Cycle Assessment and Efficiency Analysis</title>
<year>2019</year>
<issn>24058963</issn>
<DOI>10.1016/j.ifacol.2019.11.541</DOI>
<journal>IFAC-PapersOnLine</journal>
<volume>52</volume>
<pages>2255—2260</pages>
<number>13</number>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Hinz.2019</citeid>
<title>Framework for Customized, Machine Learning Driven Condition Monitoring System for Manufacturing</title>
<year>2019</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2020.01.331</DOI>
<journal>Procedia Manufacturing</journal>
<volume>39</volume>
<pages>243—250</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hasegawa.2019</citeid>
<title>Life Cycle Option Selection of Disassembly Part for Recovery Rate and Cost Considering Reliability</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0291-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>2834—2841</pages>
<authors>
<person>
<fn>Shota</fn>
<sn>Hasegawa</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Hinz.2019c</citeid>
<title>Machine Learning Driven Image Analysis of Fine Grinded Knife Blade Surface Topographies</title>
<year>2019</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2020.01.257</DOI>
<journal>Procedia Manufacturing</journal>
<volume>39</volume>
<pages>1817—1826</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Lea Hannah</fn>
<sn>Günther</sn>
</person>
<person>
<fn>Pit</fn>
<sn>Fiur</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2019c</citeid>
<title>Multivariate analysis of aperiodic surface topography within high precision grinding processes</title>
<year>2019</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2019.02.068</DOI>
<journal>Procedia CIRP</journal>
<volume>79</volume>
<pages>286—291</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Born</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2019d</citeid>
<title>Multivariate Data Analytics in Surface Topography Assessments: Case Study High Precision Fine Grinding Processes</title>
<year>2019</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2020.01.264</DOI>
<journal>Procedia Manufacturing</journal>
<volume>39</volume>
<pages>1752—1761</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>He.2019</citeid>
<title>Reliability and degradation analysis of smart material actuators</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0541-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>1255—1261</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Heß</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2019e</citeid>
<title>Saturation Models to Assess risk in Product Fleets During the use phase</title>
<year>2019</year>
<isbn>978-981-11-2724-3</isbn>
<DOI>10.3850/978-981-11-2724-3\textunderscore 0189-cd</DOI>
<booktitle>Proceedings of the 29th European Safety and Reliability Conference</booktitle>
<publisher>Research Publishing Services</publisher>
<address>Singapore</address>
<editor>Beer, Michael and Zio, Enrico</editor>
<pages>1018—1024</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Radetzky.2019b</citeid>
<title>Sustainability Versus Efficiency of Manufacturing Process: Structured Comparison of Two High Precision Fine Grinding Processes</title>
<year>2019</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2020.01.410</DOI>
<journal>Procedia Manufacturing</journal>
<volume>39</volume>
<pages>859—867</pages>
<authors>
<person>
<fn>Max</fn>
<sn>Radetzky</sn>
</person>
<person>
<fn>Lars</fn>
<sn>Grams</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Yamada.2018</citeid>
<title>A strategy of providing upgradable product service system for economic and environmental balance</title>
<year>2018</year>
<DOI>10.3233/978-1-61499-898-3-1155</DOI>
<booktitle>Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0</booktitle>
<publisher>IOS Press BV</publisher>
<series>Advances in Transdisciplinary Engineering</series>
<editor>Nel Wognum and Josip Stjepandic and Marcello Pellicciari and Cees Bil and Margherita Peruzzini</editor>
<pages>1155—1164</pages>
<keywords>Product lifecycle;PSS;Set-based Design;Sustainability;Upgradability</keywords>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Takumi</fn>
<sn>Sugiura</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2018d</citeid>
<title>Challenges, trends and approaches of future reliability engineering in high precision manufacturing processes</title>
<year>2018</year>
<DOI>10.12783/dtetr/icpr2017/17577</DOI>
<journal>DEStech Transactions on Engineering and Technology Research</journal>
<number>icpr</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
<person>
<fn>Edoardo</fn>
<sn>Patelli</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Hartl</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Dültgen</sn>
</person>
<person>
<fn>Marek</fn>
<sn>Młyńczak</sn>
</person>
<person>
<fn>Gürsel</fn>
<sn>Suel</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2018</citeid>
<title>Concept development for a test rig and analysis of the experiments for standardized testing of smart materials.</title>
<year>2018</year>
<booktitle>14th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>PSAM</editor>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Dültgen</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2018b</citeid>
<title>Concept for Machine Learning and Field Data Driven Adjustment of Testing Conditions of Technical Prototypes</title>
<year>2018</year>
<isbn>978-3-8440-6022-5</isbn>
<edition>[1. Auflage]</edition>
<volume>Band 3</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2018c</citeid>
<title>Die Verifikation der Produktzuverlässigkeit: Neue Methoden der multivariaten Analyse und Prognose in Erprobung, Herstellung und im Feldeinsatz</title>
<year>2018</year>
<isbn>978-3-8440-5712-6</isbn>
<booktitle>Qualitätswissenschaft und Exzellenz</booktitle>
<publisher>Shaker Verlag</publisher>
<address>Aachen</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<editor>Bracke, Stefan</editor>
<pages>1—46</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Hasegawa.2018b</citeid>
<title>Disassembly Parts Selection for Recovery Rate and Cost Considering Reuse</title>
<year>2018</year>
<DOI>10.12783/dtetr/icpr2017/17658</DOI>
<journal>DEStech Transactions on Engineering and Technology Research</journal>
<number>icpr</number>
<authors>
<person>
<fn>Shota</fn>
<sn>Hasegawa</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Kinoshita</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Hasegawa.2018</citeid>
<title>Disassembly Reuse Part Selection for Recovery Rate and Cost with Lifetime Analysis</title>
<year>2018</year>
<issn>1881-7629</issn>
<DOI>10.20965/ijat.2018.p0822</DOI>
<journal>International Journal of Automation Technology</journal>
<volume>12</volume>
<pages>822—832</pages>
<number>6</number>
<authors>
<person>
<fn>Shota</fn>
<sn>Hasegawa</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Kinoshita</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2018e</citeid>
<title>Multivariate Process Capability, Process Validation and Risk Analytics Based on Product Characteristic Sets: Case Study Piston Rod</title>
<year>2018</year>
<isbn>978-3-319-64464-6</isbn>
<DOI>10.1007/978-3-319-64465-3\textunderscore 32</DOI>
<booktitle>Intelligent Systems in Production Engineering and Maintenance – ISPEM 2017</booktitle>
<volume>637</volume>
<publisher>Springer International Publishing</publisher>
<address>Cham</address>
<series>Advances in Intelligent Systems and Computing</series>
<editor>Burduk, Anna and Mazurkiewicz, Dariusz</editor>
<pages>324—335</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2018b</citeid>
<title>On the Application of Machine Learning Techniques in Condition Monitoring Systems of Complex Machines.</title>
<year>2018</year>
<booktitle>14th Probabilistic Safety Assessment and Management Conference</booktitle>
<editor>PSAM</editor>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Dominik</fn>
<sn>Brüggemann</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Yamada.2018b</citeid>
<title>Process integration concept for waste reduction among manufacturing planning, modularization and validation</title>
<year>2018</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2018.02.129</DOI>
<journal>Procedia Manufacturing</journal>
<volume>21</volume>
<pages>337—344</pages>
<authors>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Shota</fn>
<sn>Hasegawa</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Kinoshita</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2018</citeid>
<title>Qualitätswissenschaft Und Exzellenz: Denkanstöße Zur Unternehmensführung, Qualitätsabsicherung, Zuverlässigkeitstechnik Und Arbeitsorganisation. Festschrift Für Herbert Schnauber</title>
<year>2018</year>
<isbn>978-3-8440-5712-6</isbn>
<edition>1. Auflage</edition>
<volume>1</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2018f</citeid>
<title>Qualitätswissenschaft und Exzellenz: Eine Hommage an Herbert Schnauber.</title>
<year>2018</year>
<isbn>978-3-8440-5712-6</isbn>
<booktitle>Qualitätswissenschaft und Exzellenz</booktitle>
<publisher>Shaker Verlag</publisher>
<address>Aachen</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<editor>Bracke, Stefan</editor>
<pages>IV—VII</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2018</citeid>
<title>Reliability and safety engineering: The principles innovation and optimisation of German and Japanese product constructions</title>
<year>2018</year>
<isbn>9781351174664</isbn>
<DOI>10.1201/9781351174664-28</DOI>
<booktitle>Safety and Reliability – Safe Societies in a Changing World</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Haugen, Stein and Barros, Anne and van Gulijk, Coen and Kongsvik, Trond and Vinnem, Jan Erik</editor>
<pages>221—226</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2018b</citeid>
<title>Reliability engineering based on operating data and monitoring systems within technical products</title>
<year>2018</year>
<isbn>9781351174664</isbn>
<DOI>10.1201/9781351174664-135</DOI>
<booktitle>Safety and Reliability – Safe Societies in a Changing World</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Haugen, Stein and Barros, Anne and van Gulijk, Coen and Kongsvik, Trond and Vinnem, Jan Erik</editor>
<pages>1069—1076</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Coen</fn>
<sn>Gulijk</sn>
</person>
<person>
<fn>Frank</fn>
<sn>Gronwald</sn>
</person>
<person>
<fn>Martin</fn>
<sn>Münker</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Edoardo</fn>
<sn>Patelli</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Marco</fn>
<sn>Bonato</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2018h</citeid>
<title>Remanufacturing within a sustainable manufacturing strategy: recycling of lead anodes</title>
<year>2018</year>
<DOI>10.12783/dtetr/icpr2017/17657</DOI>
<journal>DEStech Transactions on Engineering and Technology Research</journal>
<number>icpr</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Sabine</fn>
<sn>Schlaeger</sn>
</person>
<person>
<fn>Frank</fn>
<sn>Winter</sn>
</person>
<person>
<fn>Fabrice</fn>
<sn>Lauf</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2018c</citeid>
<title>Statistical comparison of three different measurement technologies</title>
<year>2018</year>
<isbn>9781351174664</isbn>
<DOI>10.1201/9781351174664-143</DOI>
<booktitle>Safety and Reliability – Safe Societies in a Changing World</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Haugen, Stein and Barros, Anne and van Gulijk, Coen and Kongsvik, Trond and Vinnem, Jan Erik</editor>
<pages>1133—1138</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Andreas</fn>
<sn>Lücker</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Christian</fn>
<sn>Klostermann</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Reinecke.2018</citeid>
<title>The use of reliability simulation techniques in data-driven facility simulation</title>
<year>2018</year>
<isbn>9781351174664</isbn>
<DOI>10.1201/9781351174664-253</DOI>
<booktitle>Safety and Reliability – Safe Societies in a Changing World</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Haugen, Stein and Barros, Anne and van Gulijk, Coen and Kongsvik, Trond and Vinnem, Jan Erik</editor>
<pages>2013—2019</pages>
<authors>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Muller.2017</citeid>
<title>Auslegung von Zeitraffertests auf Basis numerischer Simulationen im Rahmen der Dentalimplantaterprobung.</title>
<year>2017</year>
<booktitle>28. Fachtagung Technische Zuverlässigkeit 2017</booktitle>
<publisher>VDI-Verl.</publisher>
<address>Düsseldorf</address>
<series>VDI-Berichte</series>
<editor>VDI</editor>
<pages>253—268</pages>
<authors>
<person>
<fn>Annika</fn>
<sn>Müller</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Sochacki.2017</citeid>
<title>Beitrag zur Schadensfallprognose von technisch komplexen Produkten unter Berücksichtigung der multivariaten Nutzungsart von Flottenteilen.</title>
<year>2017</year>
<isbn>978-3-96147-021-1</isbn>
<booktitle>Heutige und zukünftige Herausforderungen an die Qualitätswissenschaft in Forschung und Praxis</booktitle>
<volume>14</volume>
<publisher>FAU University Press</publisher>
<address>Erlangen</address>
<editor>Otten, Heiner and Götz, Jürgen and Pollak, Sebastian</editor>
<pages>137—151</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Andreas</fn>
<sn>Lücker</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Rosebrock.2017d</citeid>
<title>Comparison and Evaluation of Concepts for a Future Recycling Process Regarding Attrited Lead Anodes Used in the Electrowinning Process of Non-ferrous Metals</title>
<year>2017</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2017.02.080</DOI>
<journal>Procedia Manufacturing</journal>
<volume>8</volume>
<pages>627—634</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Sochacki.2017b</citeid>
<title>Comparison of the estimation and prognosis of failure behaviour in product fleets based on the RAPP method versus state-of-the-art risk prognosis models within the usage phase</title>
<year>2017</year>
<isbn>978-1-138-62937-0</isbn>
<DOI>10.1201/9781315210469-439</DOI>
<booktitle>Safety and Reliability – Theory and Applications</booktitle>
<publisher>CRC Press</publisher>
<address>CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742</address>
<editor>Čepin, Marko and Briš, Radim</editor>
<pages>512</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2017b</citeid>
<title>Concept for Analysing Product Sustainability Regarding Eco-related Product Perception and Efficiency Within a Product Spectrum</title>
<year>2017</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2017.02.003</DOI>
<journal>Procedia Manufacturing</journal>
<volume>8</volume>
<pages>28—35</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2017</citeid>
<title>Decision Making within the Conceptual Design Phase of Eco-Friendly Products</title>
<year>2017</year>
<issn>23519789</issn>
<DOI>10.1016/j.promfg.2017.02.059</DOI>
<journal>Procedia Manufacturing</journal>
<volume>8</volume>
<pages>463—470</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Kinoshita</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2017</citeid>
<title>Detection of distinctions in car fleets based on measured and simulated data</title>
<year>2017</year>
<isbn>978-1-5090-5284-4</isbn>
<DOI>10.1109/RAM.2017.7889775</DOI>
<booktitle>2017 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<pages>1—7</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Hienzsch</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hasegawa.2017</citeid>
<title>Disassembly Parts Selection for Material-based CO2 Saving Rate and Cost Considering Reuse.</title>
<year>2017</year>
<booktitle>International Conference on Remanufacturing 2017</booktitle>
<editor>ICoR</editor>
<pages>175—188</pages>
<authors>
<person>
<fn>Shota</fn>
<sn>Hasegawa</sn>
</person>
<person>
<fn>Yuki</fn>
<sn>Kinoshita</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Rosebrock.2017c</citeid>
<title>Entwicklung eines Ausfallmodells zur Charakterisierung der Zuverlässigkeit von Anoden in der elektrolytischen Metallgewinnung.</title>
<year>2017</year>
<isbn>978-3-96147-021-1</isbn>
<booktitle>Heutige und zukünftige Herausforderungen an die Qualitätswissenschaft in Forschung und Praxis</booktitle>
<volume>14</volume>
<publisher>FAU University Press</publisher>
<address>Erlangen</address>
<editor>Otten, Heiner and Götz, Jürgen and Pollak, Sebastian</editor>
<pages>43—56</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2017b</citeid>
<title>Failure modeling of lead anodes in the electrowinning process of non-ferrous metals</title>
<year>2017</year>
<isbn>978-1-5090-5284-4</isbn>
<DOI>10.1109/RAM.2017.7889765</DOI>
<booktitle>2017 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<pages>1—5</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Rosebrock.2017</citeid>
<title>Modelling the reliability of lead anodes in the electrowinning process of non-ferrous metals using machine learning</title>
<year>2017</year>
<isbn>978-1-138-62937-0</isbn>
<DOI>10.1201/9781315210469-453</DOI>
<booktitle>Safety and Reliability – Theory and Applications</booktitle>
<publisher>CRC Press</publisher>
<address>CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742</address>
<editor>Čepin, Marko and Briš, Radim</editor>
<pages>528</pages>
<authors>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Shibata.2017b</citeid>
<title>Proposal of a Component Upgradeability Indicator from Comprehensive Perspectives (Case Study of Laptop Modules).</title>
<year>2017</year>
<booktitle>4th International Conference on Design Engineering and Science</booktitle>
<editor>ICDES</editor>
<authors>
<person>
<fn>Chise</fn>
<sn>Shibata</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Shibata.2017</citeid>
<title>Proposal of an Adaptability Evaluation Indicator for Component’s Life Cycle Options from Environmental, Economical, Functional and Reliable Perspectives.</title>
<year>2017</year>
<booktitle>International Conference on Design and Concurrent Engineering 2017</booktitle>
<editor>iDECON</editor>
<authors>
<person>
<fn>Chise</fn>
<sn>Shibata</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2017c</citeid>
<title>Risk scenarios, reliability challenges and safety concept approach for second life lithium-ion battery systems out of automotive technologies</title>
<year>2017</year>
<isbn>978-1-138-62937-0</isbn>
<DOI>10.1201/9781315210469-156</DOI>
<booktitle>Safety and Reliability – Theory and Applications</booktitle>
<publisher>CRC Press</publisher>
<address>CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742</address>
<editor>Čepin, Marko and Briš, Radim</editor>
<pages>182</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Reinecke</sn>
</person>
<person>
<fn>Roland</fn>
<sn>Goertz</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2017b</citeid>
<title>Simulation driven optimisation of testing conditions of dental implants</title>
<year>2017</year>
<isbn>978-1-138-62937-0</isbn>
<DOI>10.1201/9781315210469-248</DOI>
<booktitle>Safety and Reliability – Theory and Applications</booktitle>
<publisher>CRC Press</publisher>
<address>CRC Press Taylor & Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca Raton, FL 33487-2742</address>
<editor>Čepin, Marko and Briš, Radim</editor>
<pages>283</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Annika</fn>
<sn>Müller</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2016b</citeid>
<title>Analysis of simulated and recorded data of car fleets based on machine learning algorithms.</title>
<year>2016</year>
<booktitle>13th Probabilistic Safety Assessment and Management</booktitle>
<editor>PSAM</editor>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Hienzsch</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2016e</citeid>
<title>Beitrag zur Entwicklung multivariater Prozessfähigkeitsindexe zur Bewertung komplexer Herstellungsprozesse am Beispiel von Zerspanungsprozessen in der Dentalwerkzeugtechnik</title>
<abstract>Im heutigen Zeitalter zunehmend vernetzter Produktionsprozesse schreitet die Komplexität bei der Herstellung hochtechnisierter Produkte immer weiter voran. Auf Grund dessen ist eine genaue Produktionsprozessüberwachung, -steuerung und -bewertung zur Sicherstellung beherrschter und qualitätsfähiger Herstellungsprozesse elementarer Bestandteil einer präventiv ausgerichteten Qualitätssicherung.
Daher sind Prozessfähigkeitsindexe, die eine Prozessbewertung basierend auf Mess- und Prüfdaten erlauben, Bestandteil einer umfassenden Fertigungsüberwachung im Rahmen einer Statistischen Prozesslenkung (Statistical Process Control, SPC). Auf Basis von Messdaten stellt hierbei die klassische Vorgehensweise zur Prozessbewertung die Berechnung und Beurteilung univariater Prozessfähigkeitsindexe Cp und Cpk (Process Capability Index = PCI) dar. Der Stand der Technik ist die Berechnung eines univariaten PCI basierend auf der Analyse eines einzelnen Produktmerkmals. Bei einem technisch komplexen Produkt sind jedoch viele funktionskritische Merkmale zu bewerten. Daher kann zum einen die Bewertung aller Merkmale einzeln mittels univariaten Fähigkeitsindexes, zum anderen das Merkmalset zusammenfassend mit einem multivariaten Prozessfähigkeitsindex erfolgen.
Zur Berechnung multivariater Prozessfähigkeitsindexe existiert zurzeit kein Industriestandard. Dieser Beitrag erläutert Ansätze zur Bestimmung von multivariaten PCI (MPCI) als Analogon zu häufig verwendeten univariaten PCI unter Berücksichtigung verschiedener Prozessspezifika (Bsp.: links-/rechtsschiefe Merkmalsverteilungen). Ziel ist die multivariate Prozessfähigkeitsbewertung auf Basis eines Merkmalsets mit einem Prozessfähigkeitsindex (vgl. hierzu auch [3]). Die Anwendung multivariater Prozessfähigkeitsindexe wird am Beispiel von Zerspanungsprozessen im Bereich der Dentalwerkzeugherstellung in einer Fallstudie erläutert.</abstract>
<year>2016</year>
<isbn>9783737600842</isbn>
<booktitle>Qualitätsmanagement 4.0 - Status quo! Quo vadis?</booktitle>
<volume>6</volume>
<publisher>Kassel University Press</publisher>
<address>Kassel</address>
<series>Kasseler Schriftenreihe Qualitätsmanagement</series>
<editor>Refflinghaus, Robert and Kern, Christian and Klute-Wenig, Sandra</editor>
<pages>61—77</pages>
<keywords>chipping;failure probabilities;multivariate manufacturing analysis;process capability index;technical statistics</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2016f</citeid>
<title>Contribution for Analysing, Saving and Prioritising of Lessons Learned Issues Regarding Product Improvement and Future Product Generations</title>
<year>2016</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2016.01.095</DOI>
<journal>Procedia CIRP</journal>
<volume>40</volume>
<pages>179—184</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2016h</citeid>
<title>Contribution for Product Analyses to Quantify and Predict Similar or Diverse Eco-related Product Perception in the Usage Phase</title>
<year>2016</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2016.01.056</DOI>
<journal>Procedia CIRP</journal>
<volume>40</volume>
<pages>68—72</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2016</citeid>
<title>Development of two methods for the characterisation of an automotive fleet behaviour based on the simulation of single car rides</title>
<year>2016</year>
<isbn>978-1-138-02997-2</isbn>
<DOI>10.1201/9781315374987-239</DOI>
<booktitle>Risk, Reliability and Safety: Innovating Theory and Practice</booktitle>
<publisher>CRC Press</publisher>
<address>Taylor & Francis Group, 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742</address>
<editor>Walls, Lesley and Revie, Matthew and Bedford, Tim</editor>
<pages>1593—1598</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Fabian</fn>
<sn>Hienzsch</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2016</citeid>
<title>Einer für alle: Bewertung komplexer Herstellungsprozesse mittels eines multivariaten Prozessfähigkeitsindexes</title>
<abstract>Bislang beurteilen Unternehmen die Prozessfähigkeit zur statistischen Prozesssteuerung nahezu ausschließlich über univariate Prozessfähigkeitsindizes. Wissenschaftler der Universität Wuppertal haben nun gemeinsam mit einem Hersteller für Dentalwerkzeuge vier Ansätze erarbeitet, mit denen mehrere funktionskritische Merkmale gleichzeitig berücksichtigt werden können. Ein so ermittelter multivariater Prozessfähigkeitsindex reduziert den Aufwand der Prozessfähigkeitsbewertung für technisch komplexe Produkte beträchtlich.</abstract>
<year>2016</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>12/2016</volume>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Burkard</fn>
<sn>Höchst</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2016d</citeid>
<title>Multidimensional failure probabilities based on symmetric and asymmetric product characteristic distribution models within high precision manufacturing processes</title>
<abstract>Manufacturing processes of technically complex products require highly standardized methods to fulfil technical and customer specifications. To accomplish the demanded specifications, various methods, which can be applied at different phases of the product life cycle, have been developed. One of these methods, within the manufacturing phase, is the process capability index (PCI). The determination of the PCI allows the visualisation of risk with one indicator and failure probability with regard to a manufacturing process. State-of-the-art is the univariate calculation of the PCI based on the analysis of one product characteristic. However, risks of complex manufacturing processes generally depending on more than one product characteristic. The analysis of manufacturing processes and the attendant process optimization actions leads to a reduced amount of production failures and therefore to a reduced manufacturing risk and reliable products. Therefore, the focus of the research work is the development of an approach to determine a multidimensional PCI (MPCI) as an analogon to the common, univariate PCI. Precondition for the determination of PCI or MPCI are capable measurement systems and machine tools.
This paper outlines different approaches for the determination of multidimensional process capability indices based on symmetric and asymmetric product characteristic distribution models. Based on this theoretical MPCI determination procedure, the application of the included algorithms and methods is shown within a case study ‘dental shape drill tool’ on the bases of a synthetic prototype data set, which includes real effects of typical manufacturing chipping processes.</abstract>
<year>2016</year>
<isbn>9781510817456</isbn>
<booktitle>45th International Conference on Computers & Industrial Engineering 2015 (CIE45)</booktitle>
<publisher>Curran Associates Inc</publisher>
<address>Red Hook, NY</address>
<editor>Kacem, Imed</editor>
<keywords>asymmetric/symmetric distribution models;chipping;failure probabilities;multivariate manufacturing analysis;process capability index;technical statistics</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2016c</citeid>
<title>Optimization of test procedures based on OBD system specific field data</title>
<year>2016</year>
<isbn>978-1-5090-0249-8</isbn>
<DOI>10.1109/rams.2016.7448018</DOI>
<booktitle>2016 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<pages>1—6</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Temminghoff</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Muller.2016</citeid>
<title>Optimization of the dental implant testing based on FEM simulation of fatigue and accelerated life</title>
<year>2016</year>
<isbn>978-1-138-02997-2</isbn>
<DOI>10.1201/9781315374987-5</DOI>
<booktitle>Risk, Reliability and Safety: Innovating Theory and Practice</booktitle>
<publisher>CRC Press</publisher>
<address>Taylor & Francis Group, 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742</address>
<editor>Walls, Lesley and Revie, Matthew and Bedford, Tim</editor>
<pages>16—22</pages>
<authors>
<person>
<fn>Annika</fn>
<sn>Müller</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Inoue.2016</citeid>
<title>Product Upgradability for Satisfying Future Performance, Low Price and Environmental Loads, and Manufacturer Profitability Throughout the Product Lifecycle</title>
<year>2016</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2016.03.015</DOI>
<journal>Procedia CIRP</journal>
<volume>48</volume>
<pages>40—44</pages>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2016c</citeid>
<title>Produktzuverlässigkeit entlang des Produktentstehungsprozesses.</title>
<year>2016</year>
<booktitle>BUW.OUTPUT</booktitle>
<editor>Scheffel, M. and Bergische Universität Wuppertal</editor>
<pages>34—39</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Sochacki.2016</citeid>
<title>Reliability analysis of product fleets based on operating data: Separation of risky fleet parts and partial risk prognosis</title>
<year>2016</year>
<isbn>978-1-138-02997-2</isbn>
<DOI>10.1201/9781315374987-312</DOI>
<booktitle>Risk, Reliability and Safety: Innovating Theory and Practice</booktitle>
<publisher>CRC Press</publisher>
<address>Taylor & Francis Group, 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742</address>
<editor>Walls, Lesley and Revie, Matthew and Bedford, Tim</editor>
<pages>2061—2067</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2016g</citeid>
<title>Reliability analysis regarding product fleets in use phase: Multivariate cluster analytics and risk prognosis based on operating data</title>
<year>2016</year>
<isbn>978-1-5090-2188-8</isbn>
<DOI>10.1109/CoDIT.2016.7593562</DOI>
<booktitle>2016 International Conference on Control, Decision and Information Technologies (CoDIT)</booktitle>
<publisher>IEEE</publisher>
<pages>210—215</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Andreas</fn>
<sn>Lücker</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2016b</citeid>
<title>Reliability engineering in face of shorten product life cycles: Challenges, technique trends and method approaches to ensure product reliability</title>
<year>2016</year>
<isbn>978-1-138-02997-2</isbn>
<DOI>10.1201/9781315374987-438</DOI>
<booktitle>Risk, Reliability and Safety: Innovating Theory and Practice</booktitle>
<publisher>CRC Press</publisher>
<address>Taylor & Francis Group, 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742</address>
<editor>Walls, Lesley and Revie, Matthew and Bedford, Tim</editor>
<pages>2884—2891</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Edoardo</fn>
<sn>Patelli</sn>
</person>
<person>
<fn>Simon</fn>
<sn>Kutz</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Hartl</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Mörs</sn>
</person>
<person>
<fn>Pascal</fn>
<sn>Bonnaud</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Yamada.2016</citeid>
<title>Satisficing Design Method for Sustainable Performance, Profitability for Manufacturer and Reduction of Environmental Loads</title>
<year>2016</year>
<booktitle>9th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign2015)</booktitle>
<editor>Tokyo International Forum</editor>
<pages>392—396</pages>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Yamada.2016b</citeid>
<title>Upgradable Design for Sustainable Manufacturer Performance and Profitability and Reduction of Environmental Load</title>
<year>2016</year>
<issn>1881-7629</issn>
<DOI>10.20965/ijat.2016.p0690</DOI>
<journal>International Journal of Automation Technology</journal>
<volume>10</volume>
<pages>690—698</pages>
<number>5</number>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Kottermann.2015</citeid>
<title>Anwendung multivariater Methoden auf automobile Daten zur lastbasierten Zuverlässigkeitsanalyse.</title>
<year>2015</year>
<booktitle>27. Fachtagung Technische Zuverlässigkeit</booktitle>
<editor>VDI</editor>
<pages>269—280</pages>
<authors>
<person>
<fn>Thomas</fn>
<sn>Köttermann</sn>
</person>
<person>
<fn>Andreas</fn>
<sn>Jacobi</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Jordan</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Sochacki.2015</citeid>
<title>Beitrag zur Bestimmung von Unsicherheiten und Einflussfaktoren von Daten zur Risikoprognose bei Schadensschwerpunkten in der Produktnutzungsphase</title>
<abstract>Die zunehmende Komponenten- und Bauteilkomplexität von technischen Produkten führt in vielen Fällen zu komplexen Schadenssymptomen im Feld. Das Ziel der Produkthersteller ist die frühzeitige und möglichst präzise Erkennung der Schadenskausalitäten sowie eine Prognose der zukünftig zu erwartenden Schadensfälle sowohl innerhalb des gesamten Produktentstehungsprozesses, als auch in der Nutzungsphase. Mit dessen Hilfe werden Produkt- und Prozessverbesserungsmaßnahmen zur Vermeidung von weitergehenden Schäden und zur Erhöhung der Produktzuverlässigkeit unter Zuhilfenahme von statistischen Analyseverfahren bereits zu einem frühen Zeitpunkt, nach Erkennung des Feldrisikos, eingeleitet. Somit werden die Produktqualität und eine daraus resultierende hohe Kundenzufriedenheit sichergestellt.
Eine Detektion von Feldrisiken basiert auf Daten, welche während des gesamten Produktlebenszyklus erfasst werden. Dabei unterliegt die Erschließung des Datenmaterials diversen Einflüssen, die die Güte der Datenanalyse und Risikoprognose stark divergieren lassen. Die Analyse von qualitativ unzureichenden Datasets kann zu einer Fehlinterpretation der Produktzuverlässigkeit, der daraus resultierenden Maßnahmenentscheidungen und schließlich zu einer Herabsenkung der Kundenzufriedenheit führen.
Das Ziel des hier vorliegenden Beitrages ist die Detektion und Priorisierung von möglichen Einflussfaktoren innerhalb der Felddatenerfassung und -analyse, die eine Unschärfe und Verzerrung der Risikoanalyseergebnisse und des daraus resultierenden Produktverständnisses verursachen. Unter Berücksichtigung von definierten Prognosezielen wird auf Basis von potentiellen Messabweichungen innerhalb der Messaufnahme ein „Ideal“ bestimmt (äquivalent zu dem aus der Messtechnik bekannten „Wahren Wert“), sowie Maßnahmen zur Minimierung von Messabweichungen mittels diverser Laufzeitvariablen abgeleitet (Beispiel: Wegstrecke, Schaltzyklen etc.).
Die innerhalb dieses Beitrages vorgestellte Arbeit basiert auf statistischen Auswertungen des erhobenen Datenmaterials von Fehlerschwerpunkten sowie Produktflotten (Fahrzeuge einer Baureihe) aus der Entwicklungs- und Nutzungsphase im Automobilsektor.</abstract>
<year>2015</year>
<isbn>978-3-8440-3351-9</isbn>
<booktitle>Qualitätsmethoden im Diskurs zwischen Wissenschaft und Praxis: Jahrestagung der Gesellschaft für Qualitätswissenschaft; GQW-Jahrestagung; Bergisches Qualitätsforum</booktitle>
<volume>13</volume>
<publisher>Shaker Verlag</publisher>
<address>Aachen, Deutschland</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Bracke, Stefan and Mamrot, Michel and Winzer, Petra</editor>
<pages>259—274</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Johann-Friedrich</fn>
<sn>Luy</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Tursch.2015</citeid>
<title>Beitrag zur Einbindung von Online-Communities zur Gewinnung von Zuverlässigkeitsdaten und Detektion von Feld-Schadensschwerpunkten in der Produktnutzungsphase</title>
<year>2015</year>
<isbn>978-3-8440-3351-9</isbn>
<booktitle>Qualitätsmethoden im Diskurs zwischen Wissenschaft und Praxis: Jahrestagung der Gesellschaft für Qualitätswissenschaft; GQW-Jahrestagung; Bergisches Qualitätsforum</booktitle>
<volume>13</volume>
<publisher>Shaker Verlag</publisher>
<address>Aachen, Deutschland</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Bracke, Stefan and Mamrot, Michel and Winzer, Petra</editor>
<pages>243—258</pages>
<authors>
<person>
<fn>Philipp</fn>
<sn>Tursch</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Woll</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Temminghoff</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2015b</citeid>
<title>Contribution for detection of long-time product reliability problems in the use phase based on analysis of data gathered in online communities</title>
<year>2015</year>
<isbn>978-1-138-02879-1</isbn>
<DOI>10.1201/b19094-265</DOI>
<booktitle>Safety and Reliability of Complex Engineered Systems</booktitle>
<publisher>CRC Press</publisher>
<editor>Podofillini, Luca and Sudret, Bruno and Stojadinovic, Bozidar and Zio, Enrico and Kröger, Wolfgang</editor>
<pages>2033—2039</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Tursch</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Woll</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Temminghoff</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2015</citeid>
<title>Multidimensional analyses of manufacturing processes: Process capability within the case study shape drill manufacturing</title>
<abstract>Manufacturing processes of technically complex products require highly standardised methods to fulfil technical/customer specifications, minimise risks and control the production steps. One method for estimation of manufacturing risks is the univariate process capability index (PCI). The determination of state-of-the-art PCI allows visualisation of risk with one indicator and failure probability regarding one product characteristic. Therefore the focus of the research work is the development of an approach to determine a multidimensional PCI (MPCI) as an analogon to the common, univariate PCI. Precondition for the determination of PCI or MPCI are capable measurement systems and machine tools.
The goal of the explained methods in this paper is the analysis of risks, the determination of risk indicator MPCI and failure probabilities with regard to complex manufacturing processes based on multivariate product characteristics.
This paper shows the theoretical MPCI determination procedure, the application of the included algorithms and methods within a case study ‘shape drill manufacturing’. The method considers the risk analysis of a set of functional important characteristics, the determination of capability indicators as well as failure probabilities. The carried out analyses and determinations are based on a prototype pre-production data set, which includes real effects of typical manufacturing chipping processes.</abstract>
<year>2015</year>
<DOI>10.1016/j.ifacol.2015.06.444</DOI>
<booktitle>Information Control in Manufacturing</booktitle>
<volume>48</volume>
<address>Canada</address>
<editor>INCOM</editor>
<pages>2380—2386</pages>
<keywords>dental tool;failure probabilities;multivariate manufacturing analysis;process capability index;statistical process control</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2015b</citeid>
<title>Qualitative and quantitative analysis of uncertainties in the reliability analysis of field data within the product usage phase</title>
<year>2015</year>
<isbn>978-1-138-02879-1</isbn>
<DOI>10.1201/b19094-332</DOI>
<booktitle>Safety and Reliability of Complex Engineered Systems</booktitle>
<publisher>CRC Press</publisher>
<editor>Podofillini, Luca and Sudret, Bruno and Stojadinovic, Bozidar and Zio, Enrico and Kröger, Wolfgang</editor>
<pages>2533—2539</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
<person>
<fn>Christoph</fn>
<sn>Rosebrock</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2015</citeid>
<title>Qualitätsmethoden Im Diskurs Zwischen Wissenschaft Und Praxis: Bericht Zur GQW-jahrestagung 2015 in Wuppertal</title>
<year>2015</year>
<isbn>978-3-8440-3351-9</isbn>
<edition>1. Aufl.</edition>
<volume>2015,17</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Michel</fn>
<sn>Mamrot</sn>
</person>
<person>
<fn>Petra</fn>
<sn>Winzer</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2015</citeid>
<title>Reliability analysis of organic fibres using limited data</title>
<year>2015</year>
<isbn>978-1-4799-6703-2</isbn>
<DOI>10.1109/RAMS.2015.7105146</DOI>
<booktitle>2015 Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<editor>RAMS</editor>
<pages>1—6</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Andreas</fn>
<sn>Lücker</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Georg</fn>
<sn>Knübel</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2015e</citeid>
<title>The estimation and prognosis of failure behaviour in product fleets within the usage phase—RAPP method</title>
<year>2015</year>
<isbn>978-1-138-02879-1</isbn>
<DOI>10.1201/b19094-151</DOI>
<booktitle>Safety and Reliability of Complex Engineered Systems</booktitle>
<publisher>CRC Press</publisher>
<editor>Podofillini, Luca and Sudret, Bruno and Stojadinovic, Bozidar and Zio, Enrico and Kröger, Wolfgang</editor>
<pages>1141—1148</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Yamada.2015</citeid>
<title>Upgradable Design for Reduction of Production Cost and CO2 Emission - Case Study of a Laptop Computer: iDECON 2014</title>
<year>2015</year>
<issn>1662-7482</issn>
<DOI>10.4028/www.scientific.net/AMM.761.589</DOI>
<journal>Applied Mechanics and Materials</journal>
<volume>761</volume>
<pages>589—593</pages>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2015c</citeid>
<title>Wem gehören meine Daten? Schweizer Fachzeitschrift für Sicherheit</title>
<year>2015</year>
<journal>Sicherheitsforum</journal>
<pages>25—27</pages>
<number>6</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Peter</fn>
<sn>Mörs</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Inoue.2014c</citeid>
<title>A Design Method for Product Upgradability with Different Customer Demands</title>
<year>2014</year>
<isbn>978-3-662-45936-2</isbn>
<DOI>10.1007/978-3-662-45937-9\textunderscore 10</DOI>
<booktitle>Product Lifecycle Management for a Global Market</booktitle>
<volume>442</volume>
<publisher>Springer Berlin Heidelberg</publisher>
<address>Berlin, Heidelberg and s.l.</address>
<series>IFIP Advances in Information and Communication Technology</series>
<editor>Fukuda, Shuichi and Bernard, Alain and Gurumoorthy, Balan and Bouras, Abdelaziz</editor>
<pages>91—100</pages>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Yamada.2014b</citeid>
<title>An environmental conscious product design method for sustainability of product´s value</title>
<year>2014</year>
<booktitle>Going Green - Care Innovation</booktitle>
<address>Austria</address>
<editor>Care Innovation</editor>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Katsuyuki</fn>
<sn>Nakano</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Inoue.2014b</citeid>
<title>An upgradable product design method for improving performance, CO2 savings, and production cost reduction: Vacuum cleaner case study</title>
<abstract>Customers often discard products without considering the environmental load, because of the deterioration of their value even though they are fully functional. An upgradable product design can enhance the product value and stop the entire product replacement and disposal by replacing only the components responsible for the decrease in value. This paper proposes an upgradable product design method for improving product performance, incurring CO2 savings, and production cost reduction while increasing the product value and extending the value lifespan by exchanging components closely related to the deterioration in value. In addition, this paper proposes a method that can specify future product performance, effective upgradable product components, and the effect of the upgrade on other product components. Finally, this paper discusses the applicability of the proposed method by considering the designing of a vacuum cleaner and customer demands such as performance, noise, and energy savings.</abstract>
<year>2014</year>
<issn>2051-3771</issn>
<journal>IJSCM (International Journal of Supply Chain Management)</journal>
<volume>3</volume>
<pages>100—106</pages>
<number>4</number>
<keywords>CO2 savings;Cost reduction;Customer demand;Set-based Design;Sustainability;Upgradability</keywords>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Yamada.2014</citeid>
<title>An Upgrade Product Design Method for Satisfying Performance Criteria, Environmental Load and Cost.</title>
<year>2014</year>
<booktitle>The 3rd International Conference on Design Engineering and Science</booktitle>
<address>Czech Republic</address>
<editor>ICDES</editor>
<pages>174—179</pages>
<authors>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Hinz.2014b</citeid>
<title>APTA approach: Analysis of accelerated prototype test data based on small data volumes within a car door system case study</title>
<abstract>Knowledge of failure behavior and failure modes regarding the component´s complete life cycle is fundamental within the early development phases of technical and complex products. Here, an overview of the design of prototype test procedures as well as the transformation of expected field failure behavior in prototype test characteristics is described. This provides the required knowledge for the understanding of accelerated testing and is the basis for understanding of the developed “Accelerated Prototype Test data Analysis” (APTA) approach. The APTA approach is demonstrated with the help of a case study with regard to a car door system. The analysis of the design principles, expected impacts in the usage phase and car door prototype test procedure is discussed. With the use of nonparametric as well as parametric statistical methods, the wearing and ageing of specific door mechanism characteristics (e.g. forces or displacements) in relation to life span variables are analyzed. Furthermore a method for the comparison of qualitative and quantitative characteristics and their impact on the door system is described. Finally the interpretation of the results and deduction of general issues and recommendations regarding to the design of prototype test procedures are presented.</abstract>
<year>2014</year>
<booktitle>12th Probabilistic Safety Assessment and Management</booktitle>
<address>USA</address>
<editor>PSAM</editor>
<keywords>Accelerated Life Test;(Non-) parametric statistics;product reliability;prototype test data analysis</keywords>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Temminghoff</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Hinz.2014</citeid>
<title>Beitrag zur multivariaten Analyse von Qualitäts- und Zuverlässigkeitsdaten in der Produkt-Erprobungsphase am Beispiel der Fahrzeugtechnik</title>
<abstract>Zunehmende Bauteilfunktionalität und Produktkomplexität führen innerhalb der Nutzungsphase zu komplexen Ausfallverhalten und Schadenssymptomen. Insbesondere in der Fahrzeugtechnik ist die Ursache komplexer Schadenssymptome oft durch eine Vielzahl von Einflussgrößen in Abhängigkeit des Fahrzeug-Einsatzortes bedingt. Die Herausforderung für Hersteller technischer Produkte besteht darin, in der Entwicklungsphase die möglichen, zukünftigen Produkt-Einsatzbedingungen zu analysieren und in der Erprobungsphase bei Produkttest-Strategien umfassend abzusichern. Die Abbildung des gesamten Produktlebenszyklus (Fahrzeugtechnik: bspw. 15 Jahre) ist jedoch in der Entwicklungsphase (Fahrzeugtechnik: bspw. 4 Jahre) häufig nur unter Einsatz von Zeitraffertests – entweder über die Erhöhung der Belastungsdichte oder über die erhöhte Bauteil-Beanspruchung – möglich. Ein weiteres Problem stellt die geringe Anzahl von Prototypen und damit aus statistischer Sicht die Belastbarkeit der gewonnenen Erkenntnisse im Hinblick auf das real zu erwartende Ausfallverhalten im Feld dar. Hier benötigen Qualitäts-/Zuverlässigkeitsingenieure umfangreiches Wissen der mathematisch-technischen Statistik um auf Basis weniger Erprobungsdaten quantitative Analysen hinsichtlich der Produktzuverlässigkeit durchführen zu können.
Der vorliegende Artikel ist ein Beitrag zur multivariaten, statistischen Auswertung von Zeitraffertest-Ergebnissen auf Basis kleiner Datenmengen in der frühen Phase der Produktentwicklung am Beispiel eines komplexen Fahrzeug-Türsystems. Unter Zuhilfenahme von Methoden der (nicht-)parametrischen Statistik werden Erprobungsdaten im Hinblick auf Veränderungen des Türsystems in Relation zu verschiedenen Laufzeitvariablen untersucht. Final wird auf Basis der Produkt-Einsatzbedingungen ein Gleichungssystem aufgestellt mit dem Ziel, eine Prognose in Abhängigkeit der definierten Randbedingungen zu erstellen.
Der Artikel skizziert, auf welches technisch-statistische Know-How der Qualitäts-/ Zuverlässigkeitsingenieur in Zukunft zurückgreifen muss, um eine umfassend präventive Qualitätsarbeit bei der Entwicklung technisch hochkomplexer Produkte sicherstellen zu können.</abstract>
<year>2014</year>
<isbn>9783844025293</isbn>
<booktitle>Qualitätsmanagement denken - motivieren - leben</booktitle>
<volume>12</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Gröger, Sophie and Eiselt, Toni and Schuldt, Juliane</editor>
<pages>93—113</pages>
<authors>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Philipp</fn>
<sn>Temminghoff</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2014</citeid>
<title>Beitrag Zur Stichprobenziehung Defekter Bauteile Im Rahmen Der Technischen Zuverlässigkeitsanalyse in Der Nutzungsphase Am Beispiel Der Automobilindustrie</title>
<year>2014</year>
<isbn>978-3-8440-2758-7</isbn>
<volume>Bd. 2</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung</series>
<authors>
<person>
<fn>Stefan (ed.)</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Kottermann.2014</citeid>
<title>Bivariate reliability analysis of driving profiles in automobile fleets</title>
<year>2014</year>
<isbn>9780429226823</isbn>
<booktitle>Safety and Reliability</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Nowakowski, Tomasz and Mlynczak, Marek and Jodejko-Pietruczuk, Anna and Werbinska-Wojciechowska, Sylwia</editor>
<pages>327—334</pages>
<authors>
<person>
<fn>Thomas</fn>
<sn>Köttermann</sn>
</person>
<person>
<fn>Matthias</fn>
<sn>Grabert</sn>
</person>
<person>
<fn>Steffen</fn>
<sn>Kempe</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2014b</citeid>
<title>CDMF-RELSUS Concept: Reliable and Sustainable Products–influences on Design, Manufacturing, Layout Integration and Use Phase</title>
<year>2014</year>
<issn>22128271</issn>
<DOI>10.1016/j.procir.2014.06.083</DOI>
<journal>Procedia CIRP</journal>
<volume>15</volume>
<pages>8—13</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Berna</fn>
<sn>Ulutas</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2014f</citeid>
<title>Die Risiko-Analytik und -Prognose bei Produktflotten im Feld. Die Methode „Risk Analysis and Prognosis of complex Products (RAPP)“ zur Berechnung von Produktflottenrisiken</title>
<year>2014</year>
<isbn>9783955450939</isbn>
<booktitle>Industrie Management 5/2014</booktitle>
<publisher>Gito</publisher>
<address>Berlin</address>
<editor>Gronau, Norbert</editor>
<pages>27—31</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2014e</citeid>
<title>RAPP method: Failure analysis and risk determination in automobile fleets within the case study electric actuator</title>
<year>2014</year>
<isbn>9780429226823</isbn>
<booktitle>Safety and Reliability</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Nowakowski, Tomasz and Mlynczak, Marek and Jodejko-Pietruczuk, Anna and Werbinska-Wojciechowska, Sylwia</editor>
<pages>1573—1580</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2014d</citeid>
<title>RAPP: Method for risk prognosis on complex failure behaviour in automobile fleets within the use phase</title>
<year>2014</year>
<booktitle>12th Probabilistic Safety Assessment and Management</booktitle>
<address>USA</address>
<editor>PSAM</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Sochacki</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Lucker.2014</citeid>
<title>Reliability analysis of prototypes based on small and heterogeneous test data volumes. Case study: Organic fibre prototype analysis</title>
<year>2014</year>
<isbn>9780429226823</isbn>
<DOI>10.1201/b17399-256</DOI>
<booktitle>Safety and Reliability</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Nowakowski, Tomasz and Mlynczak, Marek and Jodejko-Pietruczuk, Anna and Werbinska-Wojciechowska, Sylwia</editor>
<pages>1885—1892</pages>
<authors>
<person>
<fn>Andreas</fn>
<sn>Lücker</sn>
</person>
<person>
<fn>Marcin</fn>
<sn>Hinz</sn>
</person>
<person>
<fn>Georg</fn>
<sn>Knübel</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2014</citeid>
<title>Risk analysis and minimization within high-precision dental tool manufacturing: multidimensional failure probabilities and validation</title>
<year>2014</year>
<booktitle>CIE44 & IMSS'14</booktitle>
<editor>CIE</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Bianca</fn>
<sn>Backes</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2014c</citeid>
<title>Risk analytics within high-precision dental tool manufacturing: Multidimensional failure probabilities and validation</title>
<year>2014</year>
<isbn>9780429226823</isbn>
<DOI>10.1201/b17399-327</DOI>
<booktitle>Safety and Reliability</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Nowakowski, Tomasz and Mlynczak, Marek and Jodejko-Pietruczuk, Anna and Werbinska-Wojciechowska, Sylwia</editor>
<pages>2387—2393</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Michael</fn>
<sn>Pospiech</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Inoue.2014</citeid>
<title>Upgradable Design for Various User Demands.</title>
<year>2014</year>
<booktitle>International Conference on Product Lifecycle Management</booktitle>
<editor>PLM</editor>
<authors>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Shuho</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2013e</citeid>
<title>Beitrag zur mehrdimensionale Risiko- und Zuverlässigkeitsanalyse bei komplexen Schadenskausalitäten am Beispiel der Fahrzeugtechnik</title>
<year>2013</year>
<booktitle>26. Fachtagung Technische Zuverlässigkeit</booktitle>
<editor>VDI</editor>
<pages>191—204</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Matthias</fn>
<sn>Grabert</sn>
</person>
<person>
<fn>Johann-Friedrich</fn>
<sn>Luy</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2013c</citeid>
<title>CDMF-RELSUS concept: reliable products are sustainable products - influences on product design, manufacturing and use phase</title>
<year>2013</year>
<issn>1742-7223</issn>
<DOI>10.1504/IJSM.2013.058634</DOI>
<journal>International Journal of Sustainable Manufacturing</journal>
<volume>3</volume>
<pages>57—73</pages>
<number>1</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2013d</citeid>
<title>CDMF-RELSUS concept: Reliable products are sustainable products – Automotive Case study “Clutch”</title>
<year>2013</year>
<booktitle>Innovative Solutions</booktitle>
<publisher>CIRP</publisher>
<address>Paris</address>
<editor>Seliger, Günther</editor>
<pages>220—223</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Persin.2013b</citeid>
<title>IDREMA-process: Identification of reference market for defect parts routing</title>
<year>2013</year>
<isbn>978-1-4673-4711-2</isbn>
<DOI>10.1109/RAMS.2013.6517632</DOI>
<booktitle>2013 Proceedings Annual Reliability and Maintainability Symposium (RAMS)</booktitle>
<publisher>IEEE</publisher>
<pages>1—7</pages>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Persin</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
<person>
<fn>Christina</fn>
<sn>Wurz</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Persin.2013</citeid>
<title>Konzept IDREMA zur Identifikation eines optimalen Referenzmarktes zur Steuerung der Schadteilrückführung</title>
<year>2013</year>
<booktitle>26. Fachtagung Technische Zuverlässigkeit</booktitle>
<editor>VDI</editor>
<authors>
<person>
<fn>Sebastian</fn>
<sn>Persin</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Pospiech.2013</citeid>
<title>Multivariate manufacturing process validation</title>
<year>2013</year>
<isbn>978-1-138-00123-7</isbn>
<DOI>10.1201/b15938-345</DOI>
<booktitle>Safety, Reliability and Risk Analysis</booktitle>
<publisher>CRC Press</publisher>
<editor>Steenbergen, R. and van Gelder, P. and Miraglia, S. and Vrouwenvelder, A.</editor>
<pages>2307—2312</pages>
<authors>
<person>
<fn>Michael</fn>
<sn>Pospiech</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2013</citeid>
<title>RAPP</title>
<year>2013</year>
<isbn>978-1-138-00123-7</isbn>
<DOI>10.1201/b15938-199</DOI>
<booktitle>Safety, Reliability and Risk Analysis</booktitle>
<publisher>CRC Press</publisher>
<editor>Steenbergen, R. and van Gelder, P. and Miraglia, S. and Vrouwenvelder, A.</editor>
<pages>1333—1338</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2013b</citeid>
<title>Risiko- und Feldschadensfallprognosen auf Gesamtproduktebene unter Verwendung von Isochronendiagramm-Analysen</title>
<abstract>Zunehmende Produktkomplexität und verkürzte Entwicklungszeiten, insbesondere in der Fahrzeugindustrie, führen vielfach zu komplexen Schadenssymptomen im Feld. Das Bestreben von Herstellern und Zulieferern besteht in der frühzeitigen Er-kennung und Analyse von Feldschadensfällen mit folgenden Zielen: Folgeschäden, Fehlerhäufungen, Kundenunzufriedenheit sowie Garantie- und Kulanzkosten zu vermeiden.
Ziel der Automobilhersteller ist es somit, auf wachsende Kunden- und Marktanfor-derungen sowie die Wettbewerbssituationen frühzeitig reagieren zu können. Dies kann sowohl mit dem präventiv ausgerichteten Risikomanagement [1] erreicht wer-den, welches gezielt im gesamten Produktlebenszyklus Produkt- und Prozessver-besserungsmaßnahmen einbringt als auch mit Verfahren zur Simulation der Pro-duktzuverlässigkeit. So können mittels Monte-Carlo-Simulationen statistische Ana-lyse- und Prognoseverfahren zur Bestimmung der Zuverlässigkeit auf Basis von Schadensdaten und –informationen durchgeführt werden [2].
Neben diesen Möglichkeiten gibt es auch industriell standardisierte Methoden zur technischen Zuverlässigkeitsanalytik anhand von Prognoseverfahren, welche sich vor allem auf die Prognosedurchführung von unvollständigen Daten, wie z.B. Feld-daten, entwickelt haben. Innerhalb dieses Themengebietes haben sich entspre-chende Auswertestrategien wie z.B. das Anwärterverfahren nach Eckel [3], welches Isochronendiagramm-Analysen GQW-Jahrestagung 2013 Seite 2 zur Prognose einfacher Schadenssymptome innerhalb der Kundennutzungsphase verwendet wird, etabliert. Diese Auswertestrategien werden stetig weiterentwickelt [4]; obligatorische Ausgangsbasis jeder präzisen Auswertestrategie respektive je-des Risikoanalyseverfahrens – insbesondere auf Bauteilebene – ist jedoch eine umfassende Datenbasis.
Für kurzfristige Risikoanalysen auf Gesamtproduktebene, insbesondere bei neuen Produkten, sind für die Hersteller (OEM) jedoch zeitnahe anwendbare Verfahren zur ersten Abschätzung der zu erwartenden Schadensfälle wichtig. Für solche Auswertungen können unter anderem Prognoseverfahren auf Basis von Isochronendiagramm-Analysen verwendet werden.
Der vorliegende Beitrag zeigt mögliche Verfahren und Verfahrenskombinationen zur Prognostizierung von Schadensfällen auf Basis von Isochronendiagrammen, welche auf Basis eines aktuellen Forschungsprojektes am Lehrstuhl für Sicher-heitstechnik / Risikomanagement der Bergischen Universität Wuppertal entwickelt wurden. Hierbei werden im Rahmen einer Fallstudie „Risikoanalyse Kraftfahrzeug-Karosserie“ zukünftig zu erwartende Schadensfälle aufgrund des Schadenssymp-toms „Geräuschentwicklung“ auf Gesamtfahrzeugebene abgeschätzt sowie zeitbe-zogene und chargenbezogene Prognosemöglichkeiten vorgestellt.</abstract>
<year>2013</year>
<isbn>978-3-8440-1700-7</isbn>
<booktitle>Qualitätsmanagement nachhaltig gestalten und umsetzen</booktitle>
<volume>14</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Jochem, Roland and Rößle, Dominik</editor>
<pages>221—243</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Michael</fn>
<sn>Pospiech</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012i</citeid>
<title>CDMF-RELSUS concept: Reliable products are sustainable products - Influences on product design, manufacturing and use phase.</title>
<year>2012</year>
<booktitle>10th Global Conference on Sustainable Manufacturing</booktitle>
<editor>Middle East Technical University</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Jens</fn>
<sn>Michalski</sn>
</person>
<person>
<fn>Masato</fn>
<sn>Inoue</sn>
</person>
<person>
<fn>Tetsuo</fn>
<sn>Yamada</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012b</citeid>
<title>Damage case prediction during the product´s development process and life cycle: Evaluation of prediction methods within case studies</title>
<abstract>Increasing complexity of technical products, especially in the automotive industry, results in complex damage symptoms within the customer usage phase. For the manufacturer (OEM), the goals are the early and accurate detection of the failure modes and the prediction of further damage cases during the product development process and customer usage. With the failure mode detection, the goal of the OEM is the early decision making of product and process optimisations. This regards to the prevention of further failure cases, the increase of product reliability and the reduction of potential warranty costs. Industrial standard methods of reliability analysis, particularly predictive approaches, allow meaningful test results based on sufficiently large data sets of prototype test data or field-damage cases. The following prediction methods can be used: Sudden-Death test, Eckel-approach, layer-line prediction, Söffker-approach and Meyna-approach. The difficulty of these methods is the application to small amounts of data, such as existing in the product development (e.g. prototype phase) or in the field (e.g. derivatives), since scattering effects decrease the test significance. One approach for reliability prediction based on smaller data sets is the traditional Kaplan-Meyer estimator. This paper presents in a first step the fundamentals of damage case prediction. In a second step, the efficiency and effectiveness of several prediction methods are evaluated regarding two automotive case studies. This is discussed in comparison with damage prediction and in particular the validity of various methods with special consideration of the application in the product development process and the life cycle. Finally, the application of the prediction methods is evaluated with regard to the product life cycle and the results are compiled in an evaluation matrix. This facilitates the appropriate choice and supports the applicability of the prediction methods.</abstract>
<year>2012</year>
<isbn>9781622764365</isbn>
<booktitle>11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012</booktitle>
<publisher>Curran</publisher>
<address>Red Hook, NY</address>
<editor>PSAM</editor>
<keywords>damage case prediction methods;development data analysis;life data analysis;risk and product reliability analysis</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
<person>
<fn>Michael</fn>
<sn>Pospiech</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2012f</citeid>
<title>Early identification of manufacturing process influences on product failure behaviour based on small field data volume</title>
<year>2012</year>
<isbn>978-3-642-23859-8</isbn>
<DOI>10.1007/978-3-642-23860-4\textunderscore 53</DOI>
<booktitle>Enabling Manufacturing Competitiveness and Economic Sustainability</booktitle>
<publisher>Springer Berlin Heidelberg</publisher>
<address>Berlin, Heidelberg</address>
<editor>ElMaraghy, Hoda A.</editor>
<pages>322—327</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012e</citeid>
<title>Field Damage Analysis (FDA) Concept: Product Quality Improvement based on Field Data Analytics</title>
<year>2012</year>
<booktitle>Quality - Access to Success</booktitle>
<address>Romania</address>
<editor>SRAC</editor>
<pages>5</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012d</citeid>
<title>Field data analysis with reduced sample sizes: The case study electro-mechanical actuator using optimised multi-stage sampling procedures</title>
<year>2012</year>
<booktitle>International Symposium on Reliability Engineering and Risk Management</booktitle>
<address>Japan</address>
<editor>Central South University Press</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012g</citeid>
<title>Field data analysis with reduced sample sizes: The ECU case study using the optimised multi-stage sampling procedures (OMSP) concept</title>
<year>2012</year>
<isbn>9781622764365</isbn>
<booktitle>11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012</booktitle>
<publisher>Curran</publisher>
<address>Red Hook, NY</address>
<editor>PSAM</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012c</citeid>
<title>OMSP: Failure detection based on small field part and data volumes</title>
<year>2012</year>
<isbn>978-1-4577-1851-9</isbn>
<DOI>10.1109/RAMS.2012.6175514</DOI>
<booktitle>2012 Proceedings Annual Reliability and Maintainability Symposium</booktitle>
<publisher>IEEE</publisher>
<pages>1—6</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012</citeid>
<title>Risikoanalytik und Feld-Schadensfallprognosen auf Basis kleiner Datenmengen: Fallstudie „Risikoanalyse Fahrzeug-Steuergerät“</title>
<abstract>Die zunehmende Komponenten- und Bauteilkomplexität, insbesondere innerhalb der Fahrzeugindustrie, führt vielfach zu komplexen Schadenssymptomen im Feld vor Kunde. Das Ziel der Produkthersteller ist die frühzeitige und präzise Erkennung der verursachenden Schadenskausalitäten sowie eine Prognose der zukünftig zu erwartenden Schadensfälle im Produktentstehungsprozess sowie im Feld. Somit können zu einem frühen Zeitpunkt nach Erkennung des detektierten Feldrisikos Produkt- oder Prozessverbesserungsmaßnahmen zur Vermeidung von weitergehenden Schäden und Erhöhung der Produktzuverlässigkeit eingesetzt und letztendlich die Kundenzufriedenheit sichergestellt werden.
Industriell standardisierte Methoden der Zuverlässigkeitsanalytik, insbesondere im Hinblick auf die Prognose, ermöglichen auf Basis hinreichend großer Datenmengen an Feld-Schadensfällen verlässliche und aussagekräftige Analyseergebnisse. Kernpunkte sind die statistische Abbildung des Ausfallverhaltens, die Parameter-deutung sowie eine Hochrechnung im Hinblick auf die noch zu erwartenden Schadensfälle. Das Bauteil-Ausfallverhalten wird beispielsweise mittels Weibullverteilungsmodellen abgebildet, die Parameter berechnet und gedeutet. Anschließend wird die Prognose der zukünftig zu erwartenden Schadensfälle durchgeführt. Hier-bei können zwei Verfahren zum Einsatz kommen: Das Sudden-Death-Verfahren oder das Anwärterverfahren nach Eckel (Berücksichtigung von Nutzungsprofilen). Die Schwierigkeit dieser Verfahren besteht in der Anwendung bei Vorliegen kleiner
Datenmengen, wie sie im Rahmen des Produktentstehungsprozess (bspw. Prototypenphase) oder im Feld (bspw. Derivate) vorliegen, da Streueffekte die Aussage-kraft herabsetzen und Verteilungsmodelle lediglich angenommen werden können. Ein Ansatzpunkt zur Zuverlässigkeitsprognose auf Basis kleinerer Datenmengen ist die Nutzung parameterfreier Methoden, bspw. auf Basis von Kaplan-Meyer-Schätzern.
Der vorliegende Beitrag zeigt anhand zweier Fallstudien „Steuergerät A“ und „Steuergerät B“ aus der Fahrzeugtechnik die Effizienz und Effektivität der drei Ver-fahren Sudden-Death, Eckel-Anwärter sowie Kaplan-Meyer-Schätzer zur Scha-densprognose auf. Hierbei wird im Vergleich von Schadensprognosen insbesonde-re auf die Aussagekraft der verschiedenen Verfahren mit besonderer Berücksichti-gung der Anwendung im gesamten Produktentstehungsprozess eingegangen und mittels Bewertungsverfahren untereinander verglichen.
Die Prognoseverfahren werden in einer Toolbox zusammengestellt, sodass die Auswahl des richtigen Prognoseverfahrens erleichtert und die frühzeitige Anwendbarkeit der Schadensprognose unterstützt wird: Folgeschäden im Feld sowie daraus resultierende Kundenunzufriedenheit im Feld werden vermieden.</abstract>
<year>2012</year>
<isbn>978-3-8440-0799-2</isbn>
<booktitle>Vielfalt Qualität - Tendenzen im Qualitätsmanagement</booktitle>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Woll, Ralf</editor>
<pages>77—101</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
<person>
<fn>Michael</fn>
<sn>Pospiech</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2012h</citeid>
<title>Schadteilesteuerung in komplexen Wertschöpfungsnetzwerken der Automobilindustrie: Feldstichprobenanalytik unter Kosten-, Repräsentativitäts- und Teileumfangaspekten</title>
<abstract>Als wirksamer Stellhebel zur Qualitätsverbesserung wurde von den großen Unternehmen der Automobilindustrie die Untersuchung ihrer fehlerhaften Teile, die sogenannte Schadteilanalyse, erkannt. Als Input dienen die vom Kunden beanstandeten, in der Werkstatt getauschten Schadteile. Die Ziehung einer geeigneten Stichprobe aus allen Schadteile beeinflusst die erzielten qualitätsrelevanten Erkenntnisse sowie die erzeugten Analysekosten und bildet die Aufgabe der Schadteilesteuerung.
Im vorliegenden Beitrag wird das Spannungsfeld der optimalen Stichprobe detailliert skizziert, die Restriktionen der Realwelt den theoretischen Überlegungen gegenübergestellt und die Bewertungsmöglichkeiten einer Stichprobe hinsichtlich Zufälligkeit und Repräsentativität diskutiert.
Abschließend wird ein Ausblick auf die zukünftigen Forschungsarbeiten, die auf der Skizzierung des Problemfelds der Schadteilesteuerung aufbauen, gegeben. Langfristiges Ziel ist dabei die Erarbeitung eines umfassenden Konzeptes zur Schadteilesteuerung in komplexen Wertschöpfungsnetzwerken der Automobilindustrie.</abstract>
<year>2012</year>
<isbn>978-3-8440-0799-2</isbn>
<booktitle>Vielfalt Qualität - Tendenzen im Qualitätsmanagement</booktitle>
<volume>13</volume>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Woll, Ralf</editor>
<pages>103—127</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Sebastian</fn>
<sn>Persin</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2011h</citeid>
<title>Advanced Reliability Analysis of Warranty Databases (RAW) Concept: Contribution to Sustainable Products and Manufacturing</title>
<year>2011</year>
<isbn>978-3-642-20183-7</isbn>
<DOI>10.1007/978-3-642-20183-7\textunderscore 24</DOI>
<booktitle>Advances in Sustainable Manufacturing</booktitle>
<publisher>Springer-Verlag Berlin Heidelberg</publisher>
<address>Berlin, Heidelberg</address>
<editor>Seliger, Günther and Khraisheh, Marwan M.K. and Jawahir, I. S.</editor>
<pages>165—170</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2011g</citeid>
<title>Advanced Reliability Analysis of Warranty Databases (RAW) Konzept: Beitrag zur frühzeitigen Zuverlässigkeitsanalyse im Wertschöpfungsnetzwerk am Beispiel der Fahrzeugtechnik</title>
<year>2011</year>
<isbn>978-3-8322-9850-0</isbn>
<booktitle>Qualitätskommunikation</booktitle>
<volume>12</volume>
<publisher>Shaker-Verl.</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Petersen, Brigitte</editor>
<pages>97—121</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2011c</citeid>
<title>Analyse komplexer Verschleißmechanismen mit dem DPP-Konzept. Wann ist der Lack ab?</title>
<year>2011</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>56</volume>
<pages>54—55</pages>
<number>8</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Breede</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2011b</citeid>
<title>Design of Prototype test Procedures (DPP) concept: Application in the Automotive Case Study “surface damage door paint”.</title>
<year>2011</year>
<booktitle>Recent Research Result in Automotive, Electrical & Information Technologies</booktitle>
<editor>Warsaw University of Technology</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Breede</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2011f</citeid>
<title>Field damage analysis (FDA) concept: Analysis of complex damage causes</title>
<year>2011</year>
<isbn>978-1-4244-8857-5</isbn>
<DOI>10.1109/RAMS.2011.5754482</DOI>
<booktitle>2011 Proceedings - Annual Reliability and Maintainability Symposium</booktitle>
<publisher>IEEE</publisher>
<pages>1—7</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2011e</citeid>
<title>Frühzeitige Risiko- und Zuverlässigkeitsanalyse von Garantiedaten am Beispiel der Automobilindustrie: Entwicklung und Betrieb zuverlässiger Produkte</title>
<year>2011</year>
<isbn>978-3-18-092146-4</isbn>
<booktitle>25. Fachtagung Technische Zuverlässigkeit 2011</booktitle>
<publisher>VDI-Verl.</publisher>
<address>Düsseldorf</address>
<series>VDI-Berichte</series>
<editor>VDI</editor>
<pages>317—330</pages>
<keywords>Kongress;Stuttgart <2011<;Zuverlässigkeit</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2011</citeid>
<title>Integration von roboterbasierten Produkttests und statistischer Zuverlässigkeitsanalytik zur Abbildung komplexer Verschleißmechanismen in frühen Phasen der Fahrzeugentwicklung</title>
<year>2011</year>
<isbn>978-3-8322-9850-0</isbn>
<booktitle>Qualitätskommunikation</booktitle>
<volume>12</volume>
<publisher>Shaker-Verl.</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Petersen, Brigitte</editor>
<pages>171—190</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Breede</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2011d</citeid>
<title>The RAW concept</title>
<year>2011</year>
<isbn>978-0-415-68379-1</isbn>
<DOI>10.1201/b11433-213</DOI>
<booktitle>Advances in Safety, Reliability and Risk Management</booktitle>
<publisher>CRC Press</publisher>
<editor>Soares, C.</editor>
<pages>1508—1514</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2010b</citeid>
<title>‘Optimised Multi-Stage Sampling Procedures (OMSP)’ concept, contribution to the technical field failure case analysis</title>
<year>2010</year>
<booktitle>Development Trends in~Design of Machines and Vehicles</booktitle>
<address>Poland</address>
<editor>Warsaw University of Technology</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2010</citeid>
<title>‘Optimised Multi-Stage Sampling Procedures (OMSP)’ concept: contribution to the field-data-analysis of complex damage causes</title>
<year>2010</year>
<isbn>9780415604277</isbn>
<booktitle>Reliability, risk and safety</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Ale, Ben J. M.</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2010c</citeid>
<title>\textquotedblMulti-stage sampling process and analysis (MSPA)\textquotedbl: Beitrag zur Felddaten-Analytik bei komplexen Schadenskausalitäten</title>
<year>2010</year>
<isbn>978-3-940565-57-0</isbn>
<booktitle>Unternehmerisches Qualitätsmanagement</booktitle>
<publisher>Apprimus-Verl.</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Schmitt, Robert</editor>
<pages>31—47</pages>
<keywords>Deutschland;Kfz-Industrie;Qualitätsmanagement;Stichprobenerhebung</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2010d</citeid>
<title>Design of Prototype test Procedures (DPP concept) for complex damage causes in automotive engineering</title>
<year>2010</year>
<isbn>9780415604277</isbn>
<booktitle>Reliability, risk and safety</booktitle>
<publisher>CRC Press</publisher>
<address>London</address>
<editor>Ale, Ben J. M.</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Roderich</fn>
<sn>Rose</sn>
</person>
<person>
<fn>Ralf</fn>
<sn>Breede</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2010e</citeid>
<title>Zeit ist Geld – auch im Feld: Parameterfreie Testverfahren in der Risikoanalytik</title>
<year>2010</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>55</volume>
<pages>54—55</pages>
<number>7</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Roderich</fn>
<sn>Rose</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Haller.2009</citeid>
<title>Analysing multiple damage causes of complex products using DCD algorithm and WCF approach</title>
<year>2009</year>
<isbn>978-0-415-55509-8</isbn>
<DOI>10.1201/9780203859759.ch111</DOI>
<booktitle>Reliability, Risk, and Safety</booktitle>
<publisher>CRC Press</publisher>
<editor>Guedes Soares, C. and Briš, Radim and Martorell, Sebastián</editor>
<authors>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2009h</citeid>
<title>Beitrag zur ganzheitlichen statistischen Beschreibung des Ausfallverhaltens von Baugruppen und –systemen innerhalb eines Lebenszyklus am Beispiel der Fahrzeugtechnik: Proceedings: 24. Fachtagung Technische Zuverlässigkeit</title>
<year>2009</year>
<isbn>978-3-18-092065-8</isbn>
<booktitle>Technische Zuverlässigkeit 2009</booktitle>
<publisher>VDI-Verl.</publisher>
<address>Düsseldorf</address>
<series>VDI-Berichte</series>
<editor>Bracke, Stefan and Haller, Stephan</editor>
<pages>277—284</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2009g</citeid>
<title>Beitrag zur lebenszyklusorientierten Bewertung von Produktqualität und -zuverlässigkeit auf Basis eines Wertschöpfungsnetzwerkes</title>
<year>2009</year>
<isbn>978-3-8322-7974-5</isbn>
<booktitle>Qualitätsmanagement in Wertschöpfungsnetzwerken</booktitle>
<volume>11</volume>
<publisher>Shaker-Verl.</publisher>
<address>Aachen</address>
<series>Berichte zum Qualitätsmanagement</series>
<editor>Theuvsen, Ludwig</editor>
<pages>33—49</pages>
<keywords>Betriebliche Wertschöpfung;Fahrzeugtechnik;Produktqualität;Unternehmensnetzwerk</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2009f</citeid>
<title>Contribution for sustainable design of complex automotive products using weighted combined functions (WCF-Approach) within carry over part strategies</title>
<year>2009</year>
<booktitle>Engineering for Change</booktitle>
<publisher>Universitätsverl. d. TU</publisher>
<address>Germany</address>
<editor>FH Köln</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2009e</citeid>
<title>Einsatz von nichtparametrischen statistischen Methoden in der Risiko- und Zuverlässigkeitsanalytik: Einzelbericht im Forschungsbericht der FH~Köln</title>
<year>2009</year>
<booktitle>Forschungsbericht 2009</booktitle>
<publisher>VMK-Verlag</publisher>
<address>Monsheim, Rheinland-Pfalz, Germany</address>
<editor>FH Köln</editor>
<pages>52—55</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2009d</citeid>
<title>Parameterfreie Statistik in der Risiko- und Zuverlässigkeitsanalytik – Beitrag zur ressourcenschonenden Produktentwicklung am Beispiel Fahrzeugtechnik</title>
<year>2009</year>
<booktitle>Wissenschaftliches Kolloquium</booktitle>
<editor>TH Köln</editor>
<pages>60—69</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2009c</citeid>
<title>Prävention durch Präzision. Statistik des komplexen Ausfallverhaltens technischer Bauteile</title>
<year>2009</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>54</volume>
<pages>48—49</pages>
<number>7</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2009b</citeid>
<title>Statistische Methoden zur Differenzierung komplexer Schadenskausalitäten innerhalb des Ausfallverhaltens komplexer Baugruppen</title>
<year>2009</year>
<isbn>978-3-18-092065-8</isbn>
<booktitle>Technische Zuverlässigkeit 2009</booktitle>
<publisher>VDI-Verl.</publisher>
<address>Düsseldorf</address>
<series>VDI-Berichte</series>
<editor>Bracke, Stefan and Haller, Stephan</editor>
<pages>79—88</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2009i</citeid>
<title>The “field damage analysis” (FDA) – process for supporting the development of environmental-friendly products</title>
<year>2009</year>
<booktitle>Sustainable Product Development and Life Cycle Engineering</booktitle>
<address>India</address>
<editor>Indian Institute of Technology</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.2008c</citeid>
<title>A contribution for a sustainable design of complex mechatronic automotive products using statistical damage prediction models in the early product construction phase to prevent damage causes</title>
<year>2008</year>
<booktitle>Sustainability and Remanufacturing</booktitle>
<editor>Pusan National University</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.2008b</citeid>
<title>Beitrag zur Risikoanalytik in der Fahrzeugtechnik unter Einsatz von empirischen Fahrzeuglaufleistungsprofilen und Mischpopulationsansätzen (WCF-Approach)</title>
<year>2008</year>
<booktitle>Forschungsbericht 2008</booktitle>
<publisher>VMK-Verlag</publisher>
<address>Monsheim, Rheinland-Pfalz, Germany</address>
<editor>FH Köln</editor>
<pages>48—52</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.2008</citeid>
<title>Defekt – aber warum? Softwarealgorithmus analysiert komplexe Schadenssymptome.</title>
<year>2008</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>53</volume>
<pages>96—97</pages>
<number>11</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Stephan</fn>
<sn>Haller</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2006</citeid>
<title>Grundlagen der Bauteilkennzeichnung zur Absicherung der Bauteil-Fertigung sowie Sicherstellung der Bauteil-Rückverfolgbarkeit im Feld</title>
<year>2006</year>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2003</citeid>
<title>Nachweis der Prüfprozesseignung und der Prüfmittelfähigkeit</title>
<year>2003</year>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2002</citeid>
<title>Statistische Prozesslenkung (SPC) - Grundlagen</title>
<year>2002</year>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.2001</citeid>
<title>Qualitätsrangzahl – Bewertung von bereichsübergreifenden Problemen</title>
<year>2001</year>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Hanno</fn>
<sn>Gottschalk</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.1999</citeid>
<title>Leitfaden für die kreislaufgerechte Konstruktion: Produktgruppe Pumpen und Kompressoren</title>
<year>1999</year>
<isbn>3-00-003936-8</isbn>
<publisher>Sulzer Pumpen</publisher>
<address>[Bruchsal</address>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Joachim</fn>
<sn>Bathe</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
<person>
<fn>T.</fn>
<sn>Fetting</sn>
</person>
<person>
<fn>P.</fn>
<sn>Hesse</sn>
</person>
<person>
<fn>B. G.</fn>
<sn>Pfeiffer</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>misc</bibtype>
<citeid>Bathe.1999</citeid>
<title>Modulares System zur Kreislaufführung komplexer technischer Gebrauchsgüter – Produktgruppe Pumpen und Verdichter: Abschlussbericht des Forschungs-Verbundprojektes KOMTEG</title>
<year>1999</year>
<volume>195</volume>
<editor>Forschungszentrum Karlsruhe (FZK) GmbH</editor>
<authors>
<person>
<fn>Joachim</fn>
<sn>Bathe</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
<person>
<fn>B. G.</fn>
<sn>Pfeiffer</sn>
</person>
<person>
<fn>M.</fn>
<sn>Weise</sn>
</person>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1999c</citeid>
<title>Produktrecycling bei Investitionsgütern des Maschinenbaus</title>
<year>1999</year>
<issn>0724-6870</issn>
<journal>Entsorgungspraxis</journal>
<volume>17</volume>
<pages>19—21</pages>
<number>4</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Herbert</fn>
<sn>Schnauber</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>book</bibtype>
<citeid>Bracke.1999b</citeid>
<title>Qualitätssicherungsstrategien für die Wiederverwendung von Baueinheiten aus komplexen technischen Investitionsgütern innerhalb eines Produktrecyclings: Zugl.: Bochum, Univ., Diss., 1999</title>
<year>1999</year>
<isbn>3-8265-6503-7</isbn>
<edition>Als Ms. gedr</edition>
<publisher>Shaker</publisher>
<address>Aachen</address>
<series>Berichte aus dem Maschinenbau</series>
<keywords>Baugruppe;Demontage;Investitionsgut;Modul;Qualitätssicherung;Recycling;Technisches Produkt;Wiederverwendung</keywords>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1998b</citeid>
<title>Der integrative Ansatz zur Durchführung eines erfolgreichen Produktrecyclings</title>
<year>1998</year>
<journal>Output - Zeitschrift des TZR und des ZEK</journal>
<pages>10—11</pages>
<number>2</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Herbert</fn>
<sn>Schnauber</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1998</citeid>
<title>Für ein zweites Leben. Prüfplanung in der Austauschfertigung</title>
<year>1998</year>
<issn>0720-1214</issn>
<journal>Qualität und Zuverlässigkeit (QZ)</journal>
<volume>43</volume>
<pages>1241—1245</pages>
<number>10</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Herbert</fn>
<sn>Schnauber</sn>
</person>
<person>
<fn>Joachim</fn>
<sn>Bathe</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>incollection</bibtype>
<citeid>Bracke.1998c</citeid>
<title>Gestaltung und Integration einer Sekundärproduktion in produzierende Unternehmen</title>
<year>1998</year>
<isbn>3-8196-0555-X</isbn>
<booktitle>Eine integrative Kraft der Bochumer Arbeitswissenschaft</booktitle>
<volume>8</volume>
<publisher>Brockmeyer</publisher>
<address>Bochum</address>
<series>Innovative Arbeitswissenschaft</series>
<editor>Treier, Clemens</editor>
<pages>115—128</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>O.</fn>
<sn>Reim</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.1997e</citeid>
<title>Die Integration der “Wiederverwendung von Bauelementen” innerhalb von produzierenden Unternehmen zur Schließung von Kreisläufen auf höchstmöglichem Wertniveau</title>
<year>1997</year>
<booktitle>Produzieren in der Kreislaufwirtschaft: II</booktitle>
<address>Germany</address>
<editor>Fraunhofer-Institut für Chemische Technologie ICT</editor>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Herbert</fn>
<sn>Schnauber</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1997c</citeid>
<title>KOMTEG - Ansatz zur Kreislaufführung. Modulares System zur Kreislaufführung komplexer technischer Gebrauchsgüter</title>
<year>1997</year>
<journal>Baustoff Recycling + Deponietechnik</journal>
<volume>13</volume>
<pages>26—27</pages>
<number>2</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>inproceedings</bibtype>
<citeid>Bracke.1997d</citeid>
<title>Modulares System zur Kreislaufführung komplexer technischer Gebrauchsgüter - Produktgruppe Pumpen und Verdichter</title>
<year>1997</year>
<booktitle>Kolloquium zur Kreislaufwirtschaft und Demontage des DFG-Sonderforschungsbereiches 281</booktitle>
<address>Berlin</address>
<editor>TU Berlin</editor>
<pages>220—223</pages>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1997f</citeid>
<title>Nicht nur einmal im Leben. Recyclingkonzepte für Pumpen aus dem Investitionsgüterbereich</title>
<year>1997</year>
<issn>0340-9961</issn>
<journal>Chemie Technik</journal>
<volume>26</volume>
<pages>62—64</pages>
<number>8</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Herbert</fn>
<sn>Schnauber</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1997b</citeid>
<title>Recyclingkonzepte für Pumpen und Verdichter jetzt gezielt angehen.</title>
<year>1997</year>
<issn>0009-2983</issn>
<journal>Chemische Rundschau</journal>
<volume>50</volume>
<pages>10</pages>
<number>3</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1997</citeid>
<title>Wirtschaften in Kreisläufen - Modulare Lösungen für komplexe Gebrauchsgüter</title>
<year>1997</year>
<issn>0041-6355</issn>
<journal>VDI Umwelt</journal>
<volume>27</volume>
<pages>50—54</pages>
<number>9/10</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
</authors>
</reference>
<reference>
<bibtype>article</bibtype>
<citeid>Bracke.1996</citeid>
<title>Optimierung der Kreislaufführung</title>
<year>1996</year>
<issn>0026-0746</issn>
<journal>Metall</journal>
<volume>50</volume>
<pages>826—827</pages>
<number>12</number>
<authors>
<person>
<fn>Stefan</fn>
<sn>Bracke</sn>
</person>
<person>
<fn>Thomas</fn>
<sn>Bönker</sn>
</person>
</authors>
</reference>
</bib>
