TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian A1 - Kögel, Lucas A1 - Hanka, Thomas ED - Vogel-Heuser, Birgit T1 - Software-Agenten zur Integration von Prozessen in der Fertigungs- und Gebäudeautomatisierung T2 - Softwareagenten in der Industrie 4.0 KW - Automatisierungssystem KW - Industrie 4.0 KW - Mehragentensystem KW - Anwendungssoftware KW - Softwareplattform Y1 - 2018 SN - 9783110524451 SN - 9783110527056 U6 - https://doi.org/10.1515/9783110527056 SP - 67 EP - 88 PB - De Gruyter CY - Oldenbourg ER - TY - CHAP A1 - Schöler, Thorsten ED - Höltgen, Stefan T1 - Teil I: Informatik T2 - Medientechnisches Wissen, Band 2: Informatik, Programmieren, Kybernetik KW - Medienwissenschaft KW - Theoretische Informatik KW - Medieninformatik KW - Programmiersprache KW - Kybernetik zweiter Ordnung Y1 - 2018 SN - 978-3-11-049624-6 U6 - https://doi.org/10.1515/9783110496253 SP - 7 EP - 130 PB - De Gruyter Oldenbourg CY - Berlin ER - TY - CHAP A1 - Kadatskyi, M. A1 - Schöler, Thorsten T1 - Using Gaussian Naive Bayes for Prediction of Car Directions in Autonomous Driving T2 - VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018) Y1 - 2018 ER - TY - CHAP A1 - Schöler, Thorsten T1 - Selecting Artificial Neural Networks for Autonomous Driving T2 - VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018) KW - autonomous driving Y1 - 2018 ER - TY - JOUR A1 - Baranov, Leonid A1 - Schöler, Thorsten A1 - Goldenberg, Vladimir A1 - Maximov, Vladislav T1 - Automatische und energieoptimale Zugsteuerung BT - Optimierung des Traktionsenergieverbrauches insbesondere für die Schienenfahrzeuge der U-Bahn JF - EI - Der Eisenbahningenieur: Internationale Fachzeitschrift für Schienenverkehr & Technik KW - Traktion KW - Schiene KW - U-Bahn KW - Optimierung KW - Fördertechnik KW - Verkehr Y1 - 2018 UR - https://www.wiso-net.de/document/EI__a76758b6703c9cbc268ebc6a634040c88f1f889e SN - 0013-2810 VL - 2018 IS - 2018,11 SP - 20 EP - 25 ER - TY - JOUR A1 - Meitz, Lukas A1 - Senge, Julia A1 - Wagenhals, Tim A1 - Schöler, Thorsten A1 - Hähner, Jörg A1 - Edinger, Janick A1 - Krupitzer, Christian T1 - A Literature Review Framework and Open Research Challenges for Predictive Maintenance in Industry 4.0 JF - Computers & Industrial Engineering KW - machine learning KW - predictive maintenance KW - Industry 4.0 KW - Industrial IoT KW - forecasting KW - anomaly detection Y1 - 2025 U6 - https://doi.org/10.1016/j.cie.2025.111193 SN - 0360-8352 VL - 206 PB - Elsevier BV ER - TY - JOUR A1 - Gisi, Markus A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Comparative Analysis of Traditional and Transformer-Based Models in Multi-label Classification of Industrial Requirements JF - IFAC-PapersOnLine KW - machine learning KW - information systems KW - computational intelligence Y1 - 2025 U6 - https://doi.org/10.1016/j.ifacol.2025.11.872 SN - 2405-8963 VL - 59 IS - 2025,24 SP - 245 EP - 250 PB - Elsevier BV ER - TY - INPR A1 - Legat, Christoph A1 - Schöler, Thorsten A1 - Kottre, Andreas T1 - Impediments and Requirements for ICT Technology Adoption in Special Machinery Engineering and Its Impact on Sustainability KW - study KW - technology adoption KW - special machinery KW - sustainability KW - ICT KW - OEE Y1 - 2023 U6 - https://doi.org/10.20944/preprints202312.2229.v1 ER - TY - CHAP A1 - Kottre, Andreas A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Applying Engineering Knowledge in Alarm Flood Reduction to Reduce Machine Downtime T2 - IFAC-PapersOnLine KW - smart maintenance KW - pattern analysis KW - decision making KW - computational intelligence KW - intelligent manufacturing KW - smart factory Y1 - 2022 U6 - https://doi.org/10.1016/j.ifacol.2022.04.169 SN - 2405-8963 VL - 55 IS - 2022,2 SP - 54 EP - 59 ER - TY - CHAP A1 - Schmalzel, Felix A1 - Springer, Martin A1 - Schöler, Thorsten ED - Seebacher, Uwe G. ED - Legat, Christoph T1 - Multi-Agent Reinforcement- Learning for Solving Flexible Job Shop Scheduling Problems T2 - Collective Intelligence Y1 - 2024 SN - 978-104027156-8 U6 - https://doi.org/10.1201/9781032690711-5 SP - 106 EP - 122 PB - CRC Press CY - Boca Raton ER - TY - CHAP A1 - Kottre, Andreas A1 - Schöler, Thorsten A1 - Legat, Christoph ED - Borangiu, Theodor ED - Trentesaux, Damien ED - Leitão, Paulo ED - Legat, Christoph T1 - Improving Reactive Maintenance Through Root Cause Analysis and Operator-Aided Decision Making T2 - Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024 KW - computational intelligence KW - service orientation in holonic manufacturing KW - multi-agent manufacturing KW - holonic manufacturing KW - SOHOMA’24 KW - SOHOMA Y1 - 2025 SN - 9783031853159 U6 - https://doi.org/10.1007/978-3-031-85316-6_19 SN - 1860-949X IS - (Studies in Computational Intelligence;1197) SP - 259 EP - 272 PB - Springer Nature Switzerland CY - Cham ER - TY - CHAP A1 - von Rußdorf, Philipp A1 - Schöler, Thorsten A1 - Goller, Ralf ED - Borangiu, Theodor ED - Trentesaux, Damien ED - Leitão, Paulo ED - Legat, Christoph T1 - A Concept for a Data Operating Platform for a Process Technology Research Environment as Step Towards a Universal Platform T2 - Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024 KW - research data management KW - system architecture Y1 - 2025 SN - 9783031853159 U6 - https://doi.org/10.1007/978-3-031-85316-6_13 SN - 1860-949X IS - (Studies in Computational Intelligence;1197) SP - 175 EP - 186 PB - Springer Nature Switzerland CY - Cham ER -