Fakultät für Maschinenbau und Sicherheitstechnik



2025

223.

Auer, Alicia; Bracke, Stefan
Comparative Study On Remaining Useful Life Prediction Using Testing Data
2025 Annual Reliability and Maintainability Symposium (RAMS), Seite 1—6
2025

222.

Pietruschka, Jannis; Hartwig, Fabian; Heß, Philipp; Bracke, Stefan
Prognose der Restlebensdauer zyklisch beanspruchter Linearaktuatoren aus Formgedächtnislegierungen: Ein Ansatz auf Basis von Methoden des maschinellen Lernens
In Bracke, Stefan and Heß, Philipp, Editor, Neue Methoden und Trends in der Qualitätswissenschaft, Seite 60—84
In Bracke, Stefan and Heß, Philipp, Editor
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2025

ISBN: 978-3-658-45899-7

221.

Schmidt, Marcel; Heß, Philipp; Bracke, Stefan
Substituierung konventioneller Aktorik durch intelligente Werkstoffe: Erprobung der technischen Zuverlässigkeit von aktiv gekühlten Formgedächtnis-Aktoren
In Jochem, Roland and Meyer, Maurice, Editor, Rethinking Quality - Wandel des Qualitätsmanagements durch Digitalisierung und Künstliche Intelligenz, Seite 77—100
In Jochem, Roland and Meyer, Maurice, Editor
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2025

ISBN: 978-3-658-47213-9

220.

Pietruschka, Jannis; Büttner, Benno; Bracke, Stefan
Untersuchungen beschleunigender Degradationsfaktoren von Elektrolyseurkomponenten in der Wasserstoffproduktion unter dem Einfluss erneuerbarer Energielasten
In Jochem, Roland and Meyer, Maurice, Editor, Rethinking Quality - Wandel des Qualitätsmanagements durch Digitalisierung und Künstliche Intelligenz, Seite 101—121
In Jochem, Roland and Meyer, Maurice, Editor
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2025

ISBN: 978-3-658-47213-9

2024

219.

Inoue, Masato; Komatsu, Yuki; Yamada, Shuho; Bracke, Stefan
A Strategy for Design of Product Architecture Considering Supply Chain
2024 Electronics Goes Green 2024+ (EGG), Seite 1—5
Herausgeber: IEEE
2024

218.

Kneifel, Jens; Steinberg, Christian; Böttinger, Christoph; Roj, Robin; Theiß, Ralf; Dültgen, Peter; Bracke, Stefan; Blecher, Jörg; Böhme, Norbert; Klostermann, Christian
AI-based Wear Analysis of Sawing Processes using Machine Data
In Rothstock, Stephan, Editor, 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
Seite 13—19
Herausgeber: Gesellschaft zur Förderung angewandter Informatik e.V, Berlin
2024
13—19

ISBN: 9783942709330

217.

Pietruschka, Jannis; Puls, Alicia; Bracke, Stefan
Alternative approach to modelling complex failure behaviours of technical products: Comparative Study Sb Johnson versus Weibull.
In Kołowrocki, Krzysztof and Dąbrowska, Ewa, Editor, Proceedings of the 34th European Safety and Reliability Conference, Seite 135—144
In Kołowrocki, Krzysztof and Dąbrowska, Ewa, Editor
2024

ISBN: 978-83-68136-15-9

216.

Ioannou, Georgios; Günnewig, Olaf; Münker, Martin; Bracke, Stefan
Analysis of battery cells via computer tomography: Possibilities and technical limits of detectability regarding to function- and safety-critical failures.
In Kołowrocki, Krzysztof and Magryta-Mut, Beata, Editor, Proceedings of the 34th European Safety and Reliability Conference, Seite 59—68
In Kołowrocki, Krzysztof and Magryta-Mut, Beata, Editor
2024

ISBN: 978-83-68136-14-2

215.

Ulutas, Berna; Ioannou, Georgios; Bracke, Stefan
Assessing the Effectiveness and Efficiency of Selected Solution Approaches for Two-Dimensional Stock Cutting Problems (Part I): Case Study Printed Circuit Boards
In Gapiński, Bartosz and Ciszak, Olaf and Ivanov, Vitalii and Machado, Jose Mendes, Editor, Advances in Manufacturing IV aus Lecture notes in mechanical engineering
Seite 107—121
Herausgeber: Springer Nature Switzerland, Cham
2024
107—121

ISBN: 978-3-031-56465-9

214.

Popp, Alexander; Schmülling, Benedikt; Günther, Lea Hannah; Bracke, Stefan
Fahrzyklen und realitätsnahe Testprofile zur Bestimmung des Gesundheitszustands von Lithium-Ionen Zellen in Elektrofahrzeugen
In Proff, Heike, Editor, Next Chapter in Mobility
Seite 229—247
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2024
229—247

ISBN: 978-3-658-42646-0

213.

Heß, Philipp; Schmidt, Marcel; Bracke, Stefan
Long-term reliability of dental implants: Development of a multivariate test rig for accelerated testing under realistic conditions
In PSAM and ASRAM, Editor, 17th Probabilistic Safety Assessment and Management Conference
In PSAM and ASRAM, Editor
2024

212.

Heß, Philipp; Schmelter, Tobias; Kuhlenkötter, Bernd; Bracke, Stefan
Long-Term Reliability of Shape Memory Wires: Analysis of the Influence of Different Activation Profiles on the Degradation Behavior and Lifetime
ASME 2024 Conference on Smart Materials, Adaptive Structures and Intelligent Systems
Herausgeber: American Society of Mechanical Engineers
2024

ISBN: 978-0-7918-8832-2

211.

Hinz, Marcin; Lindworsky, Alexander; Bracke, Stefan
Qualification of AI-Based Surface Topography Inspection Systems for Inline Measurement in Series Production: Tactile Touch Systems Versus Optical AI Analysis
In Diering, Magdalena and Wieczorowski, Michał and Harugade, Mukund, Editor, Advances in Manufacturing IV aus Lecture notes in mechanical engineering
Seite 144—158
Herausgeber: Springer Nature Switzerland, Cham
2024
144—158

ISBN: 978-3-031-56469-7

210.

Heß, Philipp; Schmidt, Marcel; Albrecht, Niclas; Duy, Sebastian; Bracke, Stefan
Testing dental implants: The development of a test rig that enables testing under realistic conditions to ensure the long-term reliability.
In Kołowrocki, Krzysztof and Kosmowski, Kazimierz, Editor, Proceedings of the 34th European Safety and Reliability Conference, Seite 97—106
In Kołowrocki, Krzysztof and Kosmowski, Kazimierz, Editor
2024

ISBN: 978-83-68136-22-7

2023

209.

Hartwig, Fabian; Hinz, Marcin; Dahms, Severin; Bracke, Stefan
Auslegung eines Accelerated Life Tests zur Abbildung der Langzeit-Zuverlässigkeit von Produkten im Prototypenstadium
In Gröger, Sophie, Editor, Nachhaltiges Qualitätsdatenmanagement
Seite 44—57
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2023
44—57

ISBN: 978-3-658-40587-8

208.

Hinz, Marcin; Bracke, Stefan
Framework for the Monitoring of Complex Surfaces Based on Optical Assessment
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor, Proceedings of the 33rd European Safety and Reliability Conference, Seite 1729—1736
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2023

207.

Bracke, Stefan; Puls, Alicia
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
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor, Proceedings of the 33rd European Safety and Reliability Conference, Seite 3520—3527
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2023

206.

Hinz, Marcin; Pietruschka, Jannis; Bracke, Stefan
Optical Surface Analysis with Support Vector Machines based on Two Different Measurement Techniques
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor, Proceedings of the 33rd European Safety and Reliability Conference, Seite 2721—2722
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2023

205.

Hinz, Marcin; Pietruschka, Jannis; Bracke, Stefan
Uncertainty Quantification of Different Data Sources with Regard to a LSTM Analysis of Grinded Surfaces
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor, Proceedings of the 33rd European Safety and Reliability Conference, Seite 1869—1876
In Brito, Mário P. and Aven, Terje and Baraldi, Piero and \vCepin, Marko and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2023
2022

204.

Kowol, Kamil; Bracke, Stefan; Gottschalk, Hanno
A-Eye: Driving with the Eyes of AI for Corner Case Generation
Proceedings of the 6th International Conference on Computer-Human Interaction Research and Applications, Seite 41—48
Herausgeber: SCITEPRESS - Science and Technology Publications
2022

ISBN: 978-989-758-609-5

203.

Brüggemann, Dominik; Hinz, Marcin; Bracke, Stefan
An Application of Semi-Supervised Learning to Sparsely Labelled Data
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 799—806
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

202.

Hinz, Marcin; Günther, Lea Hannah; Pietruschka, Jannis; Bracke, Stefan
Anwendung von Algorithmen des Maschinellen Lernens zur Beurteilung der Qualität von fein geschliffenen Messeroberflächen als Grundlage für die kontinuierliche Prozessverbesserung im Rahmen des Qualitätsmanagements
In Woll, Ralf and Goldmann, Christine, Editor, Trends und Entwicklungstendenzen im Qualitätsmanagement
Seite 169—187
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2022
169—187

ISBN: 978-3-658-38685-6

201.

Hinz, Marcin; Pietruschka, Jannis; Bracke, Stefan
Application of Random Forest Algorithm for the Quality Determination of Manufactured Surfaces
In Hamrol, Adam and Grabowska, Marta and Maletič, Damjan, Editor, Advances in manufacturing IIIausLecture notes in mechanical engineering, Seite 87—98
In Hamrol, Adam and Grabowska, Marta and Maletič, Damjan, Editor
Herausgeber: Springer, Cham
2022

ISBN: 978-3-031-00166-6

200.

Hinz, Marcin; Meslem, Doha; Bracke, Stefan
Application of the Gaussian Mixture Model algorithm for the unsupervised analysis of surface topographies
In PSAM, Editor, 16th Probabilistic Safety Assessment and Management Conference
In PSAM, Editor
2022

ISBN: 9781713863755

199.

Puls, Alicia; Bracke, Stefan
Comparative Study on Multivariate Trend Analysis by the Example of Traction Batteries in the Usage Phase
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 862—869
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

198.

Bracke, Stefan; Puls, Alicia
COVID-19 pandemic: Analyzing spreading behavior of different infection waves within the first two years in Germany by the use of reliability methods
In PSAM, Editor, 16th Probabilistic Safety Assessment and Management Conference
In PSAM, Editor
2022

ISBN: 9781713863755

197.

Puls, Alicia; Bracke, Stefan
COVID-19-Pandemie: Transfer von Methoden der Technischen Zuverlässigkeit zur Analyse von Ausbreitungsverhalten und Eindämmungsmaßnahmen
In Woll, Ralf and Goldmann, Christine, Editor, Trends und Entwicklungstendenzen im Qualitätsmanagement
Seite 95—114
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2022
95—114

ISBN: 978-3-658-38685-6

196.

Brüggemann, Dominik; Kneifel, Jens; Bracke, Stefan
Fundamental Analysis of a Circular Metal Sawing Process
In Gapiński, Bartosz and Ciszak, Olaf and Ivanov, Vitalii, Editor, Advances in Manufacturing III aus Lecture notes in mechanical engineering
Seite 124—137
Herausgeber: Springer International Publishing, Cham
2022
124—137

ISBN: 978-3-031-00804-7

195.

Brüggemann, Dominik; Rosebrock, Christoph; Bracke, Stefan
Further Analysis of a Circular Metal Sawing Process
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 1315—1322
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

194.

Theren, Benedict; Heß, Philipp; Bracke, Stefan; Kuhlenkötter, Bernd
Influence of the Phase Transformation Behaviour of NiTi Shape Memory Alloy Wires on the Predictability of Strain During Operation
ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems
Herausgeber: American Society of Mechanical Engineers
2022

ISBN: 978-0-7918-8627-4

193.

Hinz, Marcin; Pietruschka, Jannis; Bracke, Stefan
LSTM based Condition Monitoring of Fine Grinded Surfaces
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 2039—2046
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

192.

Neupert, Franz-Georg; Bracke, Stefan
New Two Phases Distribution model for Modelling of Failures Caused by a Change in Material Property
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 1633—1638
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

191.

Hinz, Marcin; Meslem, Doha; Bracke, Stefan
The Application of the K-means Algorithm for the Unsupervised Analysis of Surface Topographies
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 807—814
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022

190.

Theren, Benedict; Heß, Philipp; Bracke, Stefan; Kuhlenkötter, Bernd
The Development and Verification of a Simulation Model of Shape-Memory Alloy Wires for Strain Prediction
Crystals, 12 (8) :1121
2022

189.

Guenther, Lea Hannah; Fiur, Pit; Bracke, Stefan
Usage Data Analysis of Lithium-Ion Batteries as a Base for the Prediction of the Product Reliability in a Specific Second Life Application
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor, Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, Seite 1212—1219
In Leva, Maria Chiara and Patelli, Edoardo and Podofillini, Luca and Wilson, Simon, Editor
Herausgeber: Research Publishing Services, Singapore
2022
2021

188.

Hinz, Marcin; Günther, Lea Hannah; Bracke, Stefan
A Comprehensive Parameter Study Regarding the Neural Networks Based Monitoring of Grinded Surfaces
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 2014—2021
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

187.

Radetzky, Max; Bracke, Stefan
Analysis of aperiodic surface topography: The impact of measurement uncertainty on surface parameter correlation
IFAC-PapersOnLine, 54 (1) :1236—1240
2021
ISSN: 24058963

186.

Severengiz, Semih; Schelte, Nora; Bracke, Stefan
Analysis of the environmental impact of e-scooter sharing services considering product reliability characteristics and durability
Procedia CIRP, 96 :181—188
2021
ISSN: 22128271

185.

Brüggemann, Dominik; Bracke, Stefan; Gottschalk, Hanno; Rottmann, Matthias; Maag, Kira; Chan, Robin; Schubert, Marius
Ansätze zur Verbesserung KI-basierter Systeme für das autonome Fahren
In Leyendecker, Bert, Editor, Qualitätsmanagement in den 20er Jahren - Trends und Perspektiven
Seite 100—119
Herausgeber: Springer Berlin and Springer Vieweg, Berlin
2021
100—119

ISBN: 978-3-662-63242-0

184.

Günther, Lea Hannah; Hinz, Marcin; Bracke, Stefan
CNN Based Analysis of Grinded Surfaces
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 1026—1033
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

183.

Puls, Alicia; Bracke, Stefan
COVID-19 pandemic risk analytics: Data mining with reliability engineering methods for analyzing spreading behavior and comparison with infectious diseases
In van Gulijk, Coen and Zaitseva, Elena, Editor, Reliability Engineering and Computational Intelligence
Seite 293—307
Herausgeber: Springer, Cham
2021
293—307

ISBN: 978-3-030-74555-4

182.

Bracke, Stefan; Grams, Lars
Covid-19 Pandemic: Analyzing of Different Pandemic Control Strategies Using Saturation Models
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 2202—2207
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

181.

Bracke, Stefan; Puls, Alicia; Inoue, Masato
COVID-19 Pandemic: Analyzing of Spreading Behavior, the Impact of Restrictions and Prevention Measures in Germany and Japan
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 969—976
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

180.

Rosebrock, Christoph; Bracke, Stefan
Detection of Defects on Printed Circuit Boards Using Instance Segmentation
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 1047—1053
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

179.

Bracke, Stefan; Puls, Alicia
Die COVID-19-Ausbreitung ist nicht grippal! Analyse des Infektionsgeschehens mit Methoden der Zuverlässigkeitstechnik.
Qualität und Zuverlässigkeit (QZ), 66 (4)
2021
ISSN: 0720-1214

178.

Heß, Philipp; Bracke, Stefan
Estimation Of The Remaining Lifetime Of Shape Memory Alloy Actuators During Prototype Testing: Analysis Of The Impact Of Different Currents
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 3170—3177
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

177.

Radetzky, Max; Stürwold, Tom; Bracke, Stefan
Image Based Wear Behaviour Analyis of Cutting Tools
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 2659—2664
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

176.

Radetzky, Max; Bracke, Stefan
Manufacturing process parameter adaptation for high precision fine grinded surface topographies: Customised approach within cutlery case study
Procedia CIRP, 96 :319—323
2021
ISSN: 22128271

175.

Neupert, Franz-Georg; Bracke, Stefan
New Mixture Distribution Model for Mapping and Analyzing Different Failure Mechanism Caused by Different Stresses
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 1999—2004
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

174.

Bracke, Stefan; Radetzky, Max; Rosebrock, Christoph
Reliability engineering data analytics as base of operations for maintenance planning: A cutting tool case study
IFAC-PapersOnLine, 54 (1) :1260—1265
2021
ISSN: 24058963

173.

Günther, Lea Hannah; Scholz, Tobias; Pautzke, Friedbert; Fechtner, Heiko; Schmuelling, Benedikt; Schelte, Nora; Severengiz, Semih; Hinz, Marcin; Bracke, Stefan
Reliability Engineering of Electric Vehicle Powertrains: Data Collection and Analysis Based on Products in the Usage Phase
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 2573—2580
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

172.

Puls, Alicia; Bracke, Stefan
Reliability Methods for Analyzing Covid-19 Pandemic Spreading Behavior, Lockdown Impact and Infectiousness
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor, Proceedings of the 31st European Safety and Reliability Conference, Seite 961—968
In Castanier, Bruno and \vCepin, Marko and Bigaud, David and Bérenguer, Christophe, Editor
Herausgeber: Research Publishing (S), Singapore
2021

171.

Brüggemann, Dominik; Chan, Robin; Gottschalk, Hanno; Bracke, Stefan
Software architecture for human- centered reliability assessment for neural networks in autonomous
Proc. of the 11th IMA International Conference on Modelling in Industrial Maintenance and Reliability
Herausgeber: Institute of Mathematics & its Applications
2021

170.

Radetzky, Max; Heß, Philipp; Fiur, Pit; Bracke, Stefan
The influence of contact force variation on surface topographies within high precision cutlery fine grinding
Procedia CIRP, 101 :186—189
2021
ISSN: 22128271

169.

Günther, Lea Hannah; Hinz, Marcin; Bracke, Stefan
Verwendung von Computer Vision in Kombination mit maschinellem Lernen zur Analyse der Oberflächenbeschaffenheit von fein geschliffenen Messerklingen
In Schmitt, Robert H., Editor, Datengetriebenes Qualitätsmanagement
Seite 96—113
Herausgeber: Springer Berlin and Springer Vieweg, Berlin
2021
96—113

ISBN: 978-3-662-62441-8

168.

Kowol, Kamil; Rottmann, Matthias; Bracke, Stefan; Gottschalk, Hanno
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
In Rocha, Ana Paula and Steels, Luc and van den Herik, Jaap, Editor, Proceedings of the 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, Volume 2, Online Streaming, February 4-6, 2021, Seite 177—186
In Rocha, Ana Paula and Steels, Luc and van den Herik, Jaap, Editor
Herausgeber: SCITEPRESS
2021
2020

167.

Inoue, Masato; Yamada, Shuho; Miyajima, Shogo; Ishii, Katsuhide; Hasebe, Rina; Aoyama, Kazuhiro; Yamada, Tetsuo; Bracke, Stefan
A modular design strategy considering sustainability and supplier selection
Journal of Advanced Mechanical Design, Systems, and Manufacturing, 14 (2)
2020

166.

Heß, Philipp; Bracke, Stefan
An Approach to Predict the Lifetime of Shape Memory Actuators based on Accelerated Testing Measurements
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 1528—1535
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

165.

Sochacki, Sebastian; Reinecke, Fabian; Bracke, Stefan
Ansatz zur Anpassung von Wartungs- und Instandhaltungspaketen auf Basis maschineller Lernalgorithmen im Hinblick auf den zuverlässigen Betrieb technisch komplexer Produkte
In Schmitt, Robert Heinrich, Editor, Potenziale Künstlicher Intelligenz für die Qualitätswissenschaft
Seite 221—236
Herausgeber: Springer Berlin Heidelberg, Berlin, Heidelberg
2020
221—236

ISBN: 978-3-662-60691-9

164.

Hinz, Marcin; Günther, Lea Hannah; Bracke, Stefan
Application of Computer Vision in the Analysis and Prediction of Fine Grinded Surfaces
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 1718—1725
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

163.

Rosebrock, Christoph; Bracke, Stefan
Approach for the determination of maintenance strategies based on an empirical case study
IFAC-PapersOnLine, 53 (3) :149—154
2020
ISSN: 24058963

162.

Bracke, Stefan; Günther, Lea Hannah
Concept for a Second Life use of Traction Batteries in Private Households: The Impact of an Adapted Environmental Setting on the Product Reliability
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 4178—4185
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

161.

Bracke, Stefan; Puls, Alicia; Grams, Lars
COVID-19 Pandemic Data Analytics: Data Heterogeneity, Spreading Behavior, and Lockdown Impact
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 422—429
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

160.

Yamada, Shuho; Miyajima, Shogo; Yamada, Tetsuo; Bracke, Stefan; Inoue, Masato
Decision Support Method for Upgrade Cycle Planning and Product Architecture Design of an Upgradable Product
International Journal of Automation Technology, 14 (6) :919—929
2020
ISSN: 1881-7629

159.

Brüggemann, Dominik; Bracke, Stefan; Chan, Robin; Rottmann, Matthias; Gottschalk, Hanno
Detecting Out of Distribution Objects in Semantic Segmentation of Street Scenes
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 3023—3030
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

158.

Bracke, Stefan; Neupert, Franz-Georg
Estimation of Failure Probabilities for Maintenance Activities Regarding Product Fleets in Use: Censored Data Handling — An Automotive Engineering Case Study
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 2938—2944
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

157.

Rosebrock, Christoph; Grams, Lars; Bracke, Stefan
Fault Detection in the Manufacturing Process of Printed Circuit Boards using Computer Vision
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 1703—1709
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

156.

Sochacki, Sebastian; Reinecke, Fabian; Bracke, Stefan
Prediction of Failure Candidates of Technical Products in the Field Based on a Multivariate Usage Profile Using Machine Learning Algorithms Regarding Operating Data
In Ahram, Tareq Z. and Karwowski, Waldemar and Pickl, Stefan and Taiar, Redha, Editor, Human systems engineering and design II Band 1026 aus Advances in Intelligent Systems and Computing
Seite 555—560
Herausgeber: Springer International Publishing, Cham
2020
555—560

ISBN: 978-3-030-27928-8

155.

Bracke, Stefan
Preventive maintenance planning based on Weibull distribution models: The impact of the random scatter behaviour of the threshold parameter
IFAC-PapersOnLine, 53 (3) :161—166
2020
ISSN: 24058963

154.

Rosebrock, Christoph; Bracke, Stefan
Simulation of Anode Corrosion In The Electrowinning Process Of Non-Ferrous Metals
2020 Annual Reliability and Maintainability Symposium (RAMS), Seite 1—6
Herausgeber: IEEE
2020

153.

Heß, Philipp; Bracke, Stefan
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
Journal of Advanced Mechanical Design, Systems, and Manufacturing, 14 (2) :JAMDSM0026-JAMDSM0026
2020

152.

Bracke, Stefan; Puls, Alicia
Weibull Distribution Model: Empirical Study with Regard to the Scatter Behaviour of Threshold Parameter - Impact on Risk Analytics
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor, E-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference, Seite 4818—4825
In Baraldi, Pietro and Di Maio, Francescpo and Zio, Enrico, Editor
2020

151.

Heß, Philipp; Bracke, Stefan
Zuverlässigkeitstechnik bei Formgedächtnisaktoren: Entwicklung von Prüfstandstechnik und Erprobungsprogramm
In Schmitt, Robert Heinrich, Editor, Potenziale Künstlicher Intelligenz für die Qualitätswissenschaft
Seite 39—56
Herausgeber: Springer Berlin Heidelberg, Berlin, Heidelberg
2020
39—56

ISBN: 978-3-662-60691-9

2019

150.

Bracke, Stefan; Radetzky, Max
Aperiodic Surface Topographies Based on High Precision Grinding Processes: Analysis of Cutting Fluid and Cleaning Process Influences Using Non-parametric Statistics
In Burduk, Anna and Chlebus, Edward and Nowakowski, Tomasz and Tubis, Agnieszka, Editor, Intelligent Systems in Production Engineering and Maintenance Band 835 aus Advances in Intelligent Systems and Computing
Seite 44—55
Herausgeber: Springer International Publishing, Cham
2019
44—55

ISBN: 978-3-319-97489-7

149.

Rosebrock, Christoph; Hinz, Marcin; Bracke, Stefan
Approach for the simulation of anode corrosion in electrolysis processes
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 1897—1903
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

148.

Radetzky, Max; Rosebrock, Christoph; Bracke, Stefan
Approach to adapt manufacturing process parameters systematically based on machine learning algorithms
IFAC-PapersOnLine, 52 (13) :1773—1778
2019
ISSN: 24058963

147.

Bracke, Stefan; Ulutas, Berna
Basic structure of lessons learned approach to improve manufacturing processes: A case study
IFAC-PapersOnLine, 52 (13) :1010—1015
2019
ISSN: 24058963

146.

Hinz, Marcin; Brüggemann, Dominik; Bracke, Stefan
Comparison of Inductive Learning and Neural Networks in Condition Monitoring Systems of Complex Machines
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 1141—1147
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

145.

Köttermann, Thomas; Bracke, Stefan
Customer Segments and their Reliability Characteristics Generated from field Operation and Warranty Data
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 2332—2339
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

144.

Yamada, Shuho; Miyajima, Shogo; Hasebe, Rina; Yamada, Tetsuo; Bracke, Stefan; Inoue, Masato
Decision support method for planning upgrade cycle and designing product architecture of upgradable product service system.
In Pacifico Yokohama, Editor, 11th International Symposium on Environmentally Conscious Design and Inverse Manufacturing (EcoDesign2019)
In Pacifico Yokohama, Editor
2019

143.

Bracke, Stefan; Piskala, Monika
Development of innovative products versus safety engineering: Avoiding goal conflicts
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 2860—2866
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

142.

Reinecke, Fabian; Sochacki, Sebastian; Bracke, Stefan
Dynamic Adaption of Maintenance Packages within the Product Use Phase using Machine Learning Methods Regarding Operating Data
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 554—561
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

141.

Bracke, Stefan; Radetzky, Max; Rosebrock, Christoph; Ulutas, Berna
Efficiency and effectivity of high precision grinding manufacturing processes: An approach based on combined DEA and cluster analyses
Procedia CIRP, 79 :292—297
2019
ISSN: 22128271

140.

Rosebrock, Christoph; Bracke, Stefan
Evaluation of the Sustainable Efficiency of two Manufacturing Processes using Life-Cycle Assessment and Efficiency Analysis
IFAC-PapersOnLine, 52 (13) :2255—2260
2019
ISSN: 24058963

139.

Hinz, Marcin; Brüggemann, Dominik; Bracke, Stefan
Framework for Customized, Machine Learning Driven Condition Monitoring System for Manufacturing
Procedia Manufacturing, 39 :243—250
2019
ISSN: 23519789

138.

Hasegawa, Shota; Yamada, Tetsuo; Bracke, Stefan
Life Cycle Option Selection of Disassembly Part for Recovery Rate and Cost Considering Reliability
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 2834—2841
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

137.

Hinz, Marcin; Radetzky, Max; Günther, Lea Hannah; Fiur, Pit; Bracke, Stefan
Machine Learning Driven Image Analysis of Fine Grinded Knife Blade Surface Topographies
Procedia Manufacturing, 39 :1817—1826
2019
ISSN: 23519789

136.

Bracke, Stefan; Radetzky, Max; Born, Peter
Multivariate analysis of aperiodic surface topography within high precision grinding processes
Procedia CIRP, 79 :286—291
2019
ISSN: 22128271

135.

Bracke, Stefan; Sochacki, Sebastian; Radetzky, Max
Multivariate Data Analytics in Surface Topography Assessments: Case Study High Precision Fine Grinding Processes
Procedia Manufacturing, 39 :1752—1761
2019
ISSN: 23519789

134.

Heß, Philipp; Bracke, Stefan
Reliability and degradation analysis of smart material actuators
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 1255—1261
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

133.

Bracke, Stefan; Sochacki, Sebastian
Saturation Models to Assess risk in Product Fleets During the use phase
In Beer, Michael and Zio, Enrico, Editor, Proceedings of the 29th European Safety and Reliability Conference, Seite 1018—1024
In Beer, Michael and Zio, Enrico, Editor
Herausgeber: Research Publishing Services, Singapore
2019

132.

Radetzky, Max; Grams, Lars; Ulutas, Berna; Bracke, Stefan
Sustainability Versus Efficiency of Manufacturing Process: Structured Comparison of Two High Precision Fine Grinding Processes
Procedia Manufacturing, 39 :859—867
2019
ISSN: 23519789
2018

131.

Yamada, Shuho; Sugiura, Takumi; Yamada, Tetsuo; Bracke, Stefan; Inoue, Masato
A strategy of providing upgradable product service system for economic and environmental balance
In Nel Wognum and Josip Stjepandic and Marcello Pellicciari and Cees Bil and Margherita Peruzzini, Editor, Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0ausAdvances in Transdisciplinary Engineering, Seite 1155—1164
In Nel Wognum and Josip Stjepandic and Marcello Pellicciari and Cees Bil and Margherita Peruzzini, Editor
Herausgeber: IOS Press BV
2018

130.

Bracke, Stefan; Backes, Bianca; Patelli, Edoardo; Inoue, Masato; Yamada, Shuho; Ulutas, Berna; Hartl, Christoph; Dültgen, Peter; Młyńczak, Marek; Suel, Gürsel
Challenges, trends and approaches of future reliability engineering in high precision manufacturing processes
DEStech Transactions on Engineering and Technology Research (icpr)
2018

129.

Hinz, Marcin; Brüggemann, Dominik; Dültgen, Peter; Bracke, Stefan
Concept development for a test rig and analysis of the experiments for standardized testing of smart materials.
In PSAM, Editor, 14th Probabilistic Safety Assessment and Management Conference
In PSAM, Editor
2018

128.

Bracke, Stefan; Hinz, Marcin; Sochacki, Sebastian; Backes, Bianca
Die Verifikation der Produktzuverlässigkeit: Neue Methoden der multivariaten Analyse und Prognose in Erprobung, Herstellung und im Feldeinsatz
In Bracke, Stefan, Editor, Qualitätswissenschaft und Exzellenz aus Berichte aus der Zuverlässigkeitsanalytik und Risikoforschung
Seite 1—46
Herausgeber: Shaker Verlag, Aachen
2018
1—46

ISBN: 978-3-8440-5712-6

127.

Hasegawa, Shota; Kinoshita, Yuki; Yamada, Tetsuo; Inoue, Masato; Bracke, Stefan
Disassembly Parts Selection for Recovery Rate and Cost Considering Reuse
DEStech Transactions on Engineering and Technology Research (icpr)
2018

126.

Hasegawa, Shota; Kinoshita, Yuki; Yamada, Tetsuo; Inoue, Masato; Bracke, Stefan
Disassembly Reuse Part Selection for Recovery Rate and Cost with Lifetime Analysis
International Journal of Automation Technology, 12 (6) :822—832
2018
ISSN: 1881-7629

125.

Bracke, Stefan; Backes, Bianca
Multivariate Process Capability, Process Validation and Risk Analytics Based on Product Characteristic Sets: Case Study Piston Rod
In Burduk, Anna and Mazurkiewicz, Dariusz, Editor, Intelligent Systems in Production Engineering and Maintenance — ISPEM 2017 Band 637 aus Advances in Intelligent Systems and Computing
Seite 324—335
Herausgeber: Springer International Publishing, Cham
2018
324—335

ISBN: 978-3-319-64464-6

124.

Hinz, Marcin; Brüggemann, Dominik; Bracke, Stefan
On the Application of Machine Learning Techniques in Condition Monitoring Systems of Complex Machines.
In PSAM, Editor, 14th Probabilistic Safety Assessment and Management Conference
In PSAM, Editor
2018