Prof. Dr. Jürgen Bock

+49 841 9348-3506

Juergen.Bock@thi.de

Room: K205

Subject Area: AI-Applications in innovative Production and Logistics Systems

Vita

Since 2020: Research professor at THI
2015 - 2020: Team leader (from 2018), technical team leader (until 2018), developer (until 2016), KUKA Deutschland GmbH (formerly KUKA Roboter GmbH), Augsburg
2013 - 2014: Head of Department (Dept. Knowledge Management), FZI Research Centre for Information Technology, Karlsruhe
2012: Doctorate (Dr. rer. pol.), Institute for Applied Informatics and Formal Description Methods (AIFB), Faculty of Economics, Karlsruhe Institute of Technology (KIT)
2007 - 2013: Research Assistant, FZI Research Centre for Information Technology, Karlsruhe
2007: Diploma in Computer Science, University of Ulm
2006: Bachelor of Information Technology with First Class Honours, Griffith University, Brisbane, Australia

Publications

2025

SUCIU, Tobias und Jürgen BOCK, 2025. A Practical Approach to Multivariate Time Series Anomaly Detection in Automotive Bus Systems Testing [Preprint]. Research Square. Available at: https://doi.org/10.21203/rs.3.rs-7778102/v1

PIENDL, Daniel, Maximilian-Peter RADTKE, Hendrik JACOBSEN, Jürgen BOCK und Michael ZAEH, 2025. Predictive Maintenance of Ball Screws: A Comparative Study Using Real-World Industrial Data. Procedia CIRP, 2025(134), 390-395. ISSN 2212-8271. Available at: https://doi.org/10.1016/j.procir.2025.02.135

STEFFEL, Pauline, Jürgen BOCK und Alexander SCHIENDORFER, 2025. Towards a Configurable and Reusable RL Training Infrastructure for AMRs in ROS2. In: ALMEIDA, Luis, Marina INDRIA, Mario DE SOUSA, Antonio VISIOLI, Mohammad ASHJAEI und Pedro SANTOS, Editors 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway: IEEE. ISBN 979-8-3315-5383-8. Available at: https://doi.org/10.1109/ETFA65518.2025.11205702

2024

BOCK, Jürgen, Tobias KLAUSMANN, Tobias KLEINERT, Aljosha KÖCHER, Marco SIMON und Michael WINTER, 2024. A Formal Approach to Defining Effects of Manufacturing Functions. In: FACCHINETTI, Tullio, Angelo CENEDESE, Lucia LO BELLO, Stefano VITTURI, Thilo SAUTER und Federico TRAMARIN, Editors 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway: IEEE. ISBN 979-8-3503-6123-0. Available at: https://doi.org/10.1109/etfa61755.2024.10710847

HARTL, Jakob Joseph Lorenz und Jürgen BOCK, 2024. A Maturity Model to Determine the Degree of Utilization of Machine Learning in Production Planning and Control Processes. Tehnički glasnik, 18(3), 437-444. ISSN 1848-5588. Available at: https://doi.org/10.31803/tg-20240513233046

RADTKE, Maximilian-Peter, Marco F. HUBER und Jürgen BOCK, 2024. Encoding Machine Phase Information into Heterogeneous Graphs for Adaptive Fault Diagnosis. In: FACCHINETTI, Tullio, Angelo CENEDESE, Lucia LO BELLO, Stefano VITTURI, Thilo SAUTER und Federico TRAMARIN, Editors 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway: IEEE. ISBN 979-8-3503-6123-0. Available at: https://doi.org/10.1109/etfa61755.2024.10711048

WINTER, Michael, Jürgen BOCK, Johannes HOOS, Tobias KLAUSMANN, Boris SCHNEBEL, Siwara SCHMITT, Marco SIMON, Melanie STOLZE, Luis Miguel VIEIRA DA SILVA und Tobias KLEINERT, 2024. Methods to Describe, Assign and Derive Capabilities from the Capability, Skill and Service (CSS) Model. In: JUMAR, Ulrich und Christian DIEDRICH, Editors 18. Fachtagung, EKA 2024, Entwurf komplexer Automatisierungssysteme, Beschreibungsmittel, Methoden, Werkzeuge und Anwendungen. Magdeburg: Institut für Automation und Kommunikation. Available at: http://dx.doi.org/10.25673/116039

2023

KÖCHER, Aljosha, Alexander BELYAEV, Jesko HERMANN, Jürgen BOCK, Kristof MEIXNER, Magnus VOLKMANN, Michael WINTER, Patrick ZIMMERMANN, Stephan GRIMM und Christian DIEDRICH, 2023. A reference model for common understanding of capabilities and skills in manufacturing. at - Automatisierungstechnik, 71(2), 94-104. ISSN 2196-677X. Available at: https://doi.org/10.1515/auto-2022-0117

DEMIRAL, Tarik, Jürgen BOCK und Pierre JOHANSSON, 2023. Challenges in Flexible Manufacturing Technologies for the Final Assembly in the Commercial Vehicle Industry. Tehnički glasnik, 17(2), 260-267. ISSN 1848-5588. Available at: https://doi.org/10.31803/tg-20230417140747

RADTKE, Maximilian-Peter, Marco F. HUBER und Jürgen BOCK, 2023. Increasing Robustness of Data-Driven Fault Diagnostics with Knowledge Graphs. In: KULKARNI, Chetan S. und Indranil ROYCHOUDHURY, Editors Proceedings of the Annual Conferenceof the PHM Society 2023. Rochester: PHM Society. Available at: https://doi.org/10.36001/phmconf.2023.v15i1.3552

2022

RADTKE, Maximilian-Peter und Jürgen BOCK, 2022. Combining Knowledge and Deep Learning for Prognostics and Health Management. In: DO, Phuc, Gabriel MICHAU und Cordelia EZHILARASU, Editors Proceedings of the European Conference of the PHM Society 2022. Rochester: PHM Society, Page 594-597. ISBN 978-1-936263-36-3. Available at: https://doi.org/10.36001/phme.2022.v7i1.3302

RADTKE, Maximilian-Peter und Jürgen BOCK, 2022. Expert Knowledge Induced Logic Tensor Networks: A Bearing Fault Diagnosis Case Study. In: DO, Phuc, Gabriel MICHAU und Cordelia EZHILARASU, Editors Proceedings of the 7th European Conference of the Prognostics and Health Management Society 2022. State College: PHM Society, Page 421-431. ISBN 978-1-936263-36-3. Available at: https://doi.org/10.36001/phme.2022.v7i1.3329

DIEDRICH, Christian, Alexander BELYAEV, Rafi BLUMENFELD, Jürgen BOCK, Stephan GRIMM, Jesko HERMANN, Tobias KLAUSMANN, Aljosha KÖCHER, Matthias MAURMAIER, Kristof MEIXNER, Jörn PESCHKE, Miriam SCHLEIPEN, Siwara SCHMITT, Boris SCHNEBEL, Guido STEPHAN, Magnus VOLKMANN, Andreas WANNAGAT, Kym WATSON, Michael WINTER und Patrick ZIMMERMANN, 2022. Information Model for Capabilities, Skills & Services: Definition of terminology and proposal for a technology-independent information model for capabilities and skills in flexible manufacturing. Berlin: Plattform Industrie 4.0. Available at: https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/CapabilitiesSkillsServices.html

2021

BOCK, Jürgen, Daniel BRAUN, Jens HÜLSMANN, Bernhard HUMM, Ute Brigitta SCHMIDT und Fabienne SCHUMANN, 2021. ProDok 4.0 – Intelligente Technische Dokumentation für Industrie 4.0. In: BEVERUNGEN, Daniel, Jan H. SCHUMANN, Volker STICH und Giuseppe STRINA, Editors Dienstleistungsinnovationen durch Digitalisierung. Berlin, Heidelberg: Springer Gabler, Page 389-437. ISBN 978-3-662-63098-3. Available at: https://doi.org/10.1007/978-3-662-63099-0_10

KASPAR, Manuel, Juan D. MUÑOZ OSORIO und Jürgen BOCK, 2021. Sim2Real Transfer for Reinforcement Learning without Dynamics Randomization. 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Piscataway (NJ): IEEE, Page 4383-4388. ISBN 978-1-7281-6212-6. Available at: https://doi.org/10.1109/IROS45743.2020.9341260

2020

WESER, Michael, Jürgen BOCK, Siwara SCHMITT, Alexander PERZYLO und Kathrin EVERS, 2020. An Ontology-based Metamodel for Capability Descriptions. Proceedings 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway: IEEE, Page 1679-1686. ISBN 978-1-7281-8956-7. Available at: https://doi.org/10.1109/ETFA46521.2020.9212104

VENET, Pierre, Kirill SAFRONOV, Aaronkumar EHAMBRAM, Sven WAGNER, Jürgen BOCK und Uwe E. ZIMMERMANN, 2020. Application of Ontologies for Semantic Scene Segmentation and Object Recognition. ISR 2020: 52th International Symposium on Robotics in conjunction with: automatica. Berlin: VDE Verlag, Page 258-264. ISBN 978-380075429-8. Available at: https://www.vde-verlag.de/proceedings-de/455428037.html

HUMM, Bernhard, Hermann BENSE, Jürgen BOCK, Mario CLASSEN, Oren HALVANI, Christian HERTA, Thomas HOPPE, Oliver JUWIG und Melanie SIEGEL, 2020. Applying machine intelligence in practice: Selected results of the 2019 DagstuhlWorkshop on Applied Machine Intelligence. Informatik Spektrum, 43(2), 137-144. ISSN 1432-122X. Available at: https://doi.org/10.1007/s00287-020-01259-2

BAYHA, Andreas, Jürgen BOCK, Birgit BOSS, Christian DIEDRICH und Somayeh MALAKUTI, 2020. Describing Capabilities of Industrie 4.0 Components: Joint White Paper between Plattform Industrie 4.0, VDI GMA 7.20, BaSys 4.2. Berlin: Bundesministerium für Wirtschaft und Energie. Available at: https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/Capabilities_Industrie40_Components.html

XIAN, Zhicong, Tabish CHAUDHARY und Jürgen BOCK, 2020. Making Sense of Touch: unsupervised Shapelet Learning in Bag-of-words Sense. Workshop on New advances in Brain-inspired Perception, Interaction and Learning, International Conference on Robotics and Automation 2020. Available at: https://github.com/brain-pil/icra2020/blob/f3e5a9b3d265d64d257541000acfa8cf198a178b/contributions/Brain-PIL_2020_contrib_7.pdf

2018

MALAKUTI, Somayeh, Jürgen BOCK, Michael WESER, Pierre VENET, Patrick ZIMMERMANN, Mathias WIEGAND, Julian GROTHOFF, Constantin WAGNER und Andreas BAYHA, 2018. Challenges in Skill-based Engineering of Industrial Automation Systems. 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway (NJ): IEEE, Page 67-74. ISBN 978-1-5386-7108-5. Available at: https://doi.org/10.1109/ETFA.2018.8502635

BEEZ, Ulrich, Lukas KAUPP, Tilman DEUSCHEL, Bernhard HUMM, Fabienne SCHUMANN, Jürgen BOCK und Jens HÜLSMANN, 2018. Context-Aware Documentation in the Smart Factory. In: HOPPE, Thomas, Bernhard HUMM und Anatol REIBOLD, Editors Semantic Applications: Methodology, Technology, Corporate Use. Berlin: Springer Vieweg, Page 163-180. ISBN 978-3-662-55432-6. Available at: https://doi.org/10.1007/978-3-662-55433-3_12

DIEDRICH, Christian, Alexander BELYAEV, Tizian SCHRÖDER, Jürgen BOCK, Torben DEPPE, Martin HANKEL, Daniel NEHLS, Petr MARCON, Florian PETHIG, Johannes REICH, Jens VIALKOWITSCH, Friedrich VOLLMAR und Alexander WILLNER, 2018. Sprache für I4.0-Komponenten – Semantik der Interaktionen von I4.0-Komponenten. AUTOMATION: 19. Leitkongress der Mess- und Automatisierungstechnik / Seamless Convergence of Automation & IT. Düsseldorf: VDI Verlag, Page 235-248. ISBN 978-3-18-092330-7. Available at: https://doi.org/10.51202/9783181023303-235

KASPAR, Manuel, Jürgen BOCK, Yevgen KOGAN, Pierre VENET, Michael WESER und Uwe E. ZIMMERMANN, 2018. Tool and technology independent function interfaces by using a generic OPC UA representation. 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway (NJ): IEEE, Page 1183-1186. ISBN 978-1-5386-7108-5. Available at: https://doi.org/10.1109/ETFA.2018.8502647

Research projects

E|OptiKlav