TY - JOUR A1 - Ostgathe, Martin A1 - Zäh, Michael F. A1 - Grimmert, Philipp A1 - Schöler, Thorsten T1 - Wissensbasiertes Störungsmanagement in Produktionsabläufen JF - Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF) Y1 - 2011 UR - https://www.wiso-net.de/document/ZWF__a7040ff5c576f80b2bc099ecfd844a834f47c543 U6 - https://doi.org/10.3139/104.110660 VL - 106 IS - 11 SP - 838 EP - 843 ER - TY - CHAP A1 - Mittel, Dominik A1 - Pröll, Sebastian A1 - Kerber, Florian A1 - Schöler, Thorsten T1 - Mel Spectrogram Analysis for Punching Machine Operating State Classification with CNNs T2 - 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021) KW - schedules KW - sensitivity KW - punching KW - transfer learning KW - sensor systems KW - real-time systems Y1 - 2021 SN - 978-1-7281-2989-1 U6 - https://doi.org/10.1109/ETFA45728.2021.9613330 N1 - Beitrag: 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 07.09.2021 - 10.09.2021, Vasteras, Schweden ER - 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 - Hodovychenko, Mykola A1 - Antoshchuk, Svitlana A1 - Lobachev, Ivan A1 - Schöler, Thorsten A1 - Lobachev, Mykhaylo ED - Babichev, Sergii ED - Lytvynenko, Volodymyr T1 - Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer Networks T2 - Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making : International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence" (ISDMCI 2022) KW - transducer networks KW - Internet of Things KW - machine learning KW - neural network compression KW - multisensory data Y1 - 2022 SN - 978-3-031-16202-2 U6 - https://doi.org/10.1007/978-3-031-16203-9_29 SN - 2367-4512 N1 - Beitrag: 2022 International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence”, Zalizniy Port, Ukraine, 23.05.2022 - 27.05.2022 SP - 511 EP - 524 PB - Springer CY - Cham ER - TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian A1 - Britvin, M. A1 - Walkiw, H. L. T1 - Towards an Agent-Based Condition Monitoring System for Rolling Stock T2 - Proceedings of the Sixth International Scientific and Practical Conference "Contribution of transport to the national economic security development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ Труды VI Международной научно-практической конференции KW - digital twin KW - internet of things KW - predictive maintenance Y1 - 2021 UR - https://elibrary.ru/item.asp?id=47634669 N1 - Beitrag: The Sixth International Scientific and Practical Conference "Contribution of transport to the national economic security development", 08.04.2021, Moskau, Russland SP - 217 EP - 223 ER - TY - GEN ED - VDI Verein Deutscher Ingenieure e.V., T1 - VDI/VDE 2653 Blatt 3 (2020-03): Agentensysteme in der Automatisierungstechnik - Anwendung T2 - VDI/VDE 2653-3 (2020-03): Multi-agent systems in industrial automation - Application Y1 - 2020 UR - https://www.vdi.de/richtlinien/details/vdivde-2653-blatt-3-agentensysteme-in-der-automatisierungstechnik-anwendung N1 - Prof. Dr. Schöler hat an dieser Norm als langjähriges Mitglied im Fachausschuss "VDI/VDE-GMA FA 5.15 Agentensysteme in der Automatisierungstechnik" mitgewirkt. PB - Beuth Verlag ER - TY - GEN ED - VDI Verein Deutscher Ingenieure e.V., T1 - VDI/VDE 2653 Blatt 4 (2022-02): Agentensysteme in der Automatisierungstechnik - Ausgewählte Muster für die Feldebene und Energiesysteme T2 - VDI/VDE 2653-4 (2022-02): Multi-agent systems in industrial automation - Selected patterns for field level control and energy systems Y1 - 2022 UR - https://www.vdi.de/richtlinien/details/vdivde-2653-blatt-4-agentensysteme-in-der-automatisierungstechnik-ausgewaehlte-muster-fuer-die-feldebene-und-energiesysteme PB - Beuth Verlag 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 N1 - Beitrag: VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018), Odessa, Ukraine, 12.09.2018 - 22.09.2018 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 N1 - Beitrag: VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018), Odessa, Ukraine, 12.09.2018 - 22.09.2018 ER - TY - JOUR A1 - Oğuz, Faruk Enes A1 - Alkan, Ahmet A1 - Schöler, Thorsten T1 - Emotion Detection from ECG Signals with Different Learning Algorithms and Automated Feature Engineering JF - Signal, Image and Video Processing KW - emotion detection KW - machine learning KW - deep learning KW - ECG KW - BiLSTM Y1 - 2023 U6 - https://doi.org/10.1007/s11760-023-02606-y SN - 1863-1711 ER - TY - CHAP A1 - Schöler, Thorsten ED - Kovács, László T1 - KI auf Heimcomputern? T2 - Künstliche Intelligenz und menschliche Gesellschaft Y1 - 2023 SN - 9783111034492 U6 - https://doi.org/10.1515/9783111034706-005 N1 - Sammelband zur KI-Ringvorlesung 2022 an der Hochschule Augsburg SP - 57 EP - 73 PB - De Gruyter Oldenbourg CY - Berlin; München; Boston 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 N1 - Beitrag: 14th IFAC Workshop on Intelligent Manufacturing Systems IMS 2022, Tel-Aviv, Israel, 28.03.2022 - 30.03.2022 VL - 55 IS - 2022,2 SP - 54 EP - 59 ER - TY - CHAP A1 - Meitz, Lukas A1 - Heider, Michael A1 - Schöler, Thorsten A1 - Hähner, Jörg ED - Gusikhin, Oleg ED - Hammoudi, Slimane ED - Cuzzocrea, Alfredo T1 - On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose Machines T2 - Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA 2023) N2 - Maintenance of complex machinery is time and resource intensive. Therefore, decreasing maintenance cycles by employing Predictive Maintenance (PdM) is sought after by many manufacturers of machines and can be a valuable selling point. However, currently PdM is a hard to solve problem getting increasingly harder with the complexity of the maintained system. One challenge is to adequately prepare data for model training and analysis. In this paper, we propose the use of expert knowledge–based preprocessing techniques to extend the standard data science–workflow. We define complex multi-purpose machinery as an pplication domain and test our proposed techniques on real-world data generated by numerous achines deployed in the wild. We find that our techniques enable and enhance model training. KW - predictive maintenance KW - data preprocessing KW - multi-purpose machines Y1 - 2023 SN - 978-989-758-664-4 U6 - https://doi.org/10.5220/0012146700003541 SN - 2184-285X N1 - Beitrag: 12th International Conference on Data Science, Technology and Applications, 11.07.2023 - 13.07.2023, Rome, Italien SP - 606 EP - 612 PB - SciTePress ER - TY - CHAP A1 - Gisi, Markus A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Automatic Identification of Requirements from Specification in Special Machinery Engineering: A Human-in-the-Loop Classification Approach T2 - 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA) KW - requirement engineering KW - machine learning KW - natural language processing Y1 - 2023 SN - 979-8-3503-3991-8 U6 - https://doi.org/10.1109/ETFA54631.2023.10275687 SN - 1946-0759 N1 - Beitrag: 28th International Conference on Emerging Technologies and Factory Automation (ETFA), Sinaia, Rumänien, 12.09.2023 - 15.09.2023 PB - IEEE ER - TY - CHAP A1 - Legat, Christoph A1 - Schöler, Thorsten A1 - Kottre, Andreas ED - Borangiu, Theodor T1 - Challenges and Requirements for Improving Overall Equipment Effectiveness with Intelligent Manufacturing Technology in Special Machinery Engineering T2 - Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future : Proceedings of SOHOMA 2023 KW - availability KW - failure cause identification KW - intelligent manufacturing KW - modularity KW - OEE KW - special machinery Y1 - 2024 SN - 978-3-031-53444-7 U6 - https://doi.org/10.1007/978-3-031-53445-4_27 N1 - Beitrag: 13th International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing, SOHOMA 2023, Annecy, Frankreich, 28.09.2023 - 29.09.2023 SP - 321 EP - 332 PB - Springer CY - Cham ER - TY - JOUR A1 - Purish, Sergiy A1 - Schöler, Thorsten T1 - Models and Methods for Gait-Based Person Identification while Wearing Different Outfit JF - Electrotechnic and Computer Systems T2 - МОДЕЛІ ТА МЕТОДИ ІДЕНТИФІКАЦІЇ ЛЮДИНИ ЗА ХОДОЮ В РІЗНОМУ ОДЯЗ KW - surveillance systems KW - human identification KW - silhouette extraction KW - gait energy image KW - classification KW - local binary pattern KW - gait recognition Y1 - 2023 U6 - https://doi.org/10.15276/eltecs.38.114.2023.1 SN - 2221-3937 VL - 38 IS - 2023,4 SP - 6 EP - 14 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian T1 - Transparency in Industrial Processes T2 - Proceedings of the 4th International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ KW - manufacturing KW - services KW - data monitoring KW - data analytics KW - data science Y1 - 2019 UR - https://elibrary.ru/item.asp?id=41881190 SN - 978-5-7876-0372-9 N1 - Beitrag: ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ [Proceedings of the 4th international scientific and practical conference "Contribution of transport to the national economic security development"], Moskau, Russland, 11.04.2019 SP - 45 EP - 50 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 - Der Eisenbahningenieur 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 - CHAP A1 - Schöler, Thorsten A1 - Behrens, Leonie A1 - Pupeter, Jan A1 - Staber, Marcel T1 - Beyond Blockchain - The Next Generation Blockchains T2 - Proceedings of the Third International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ Труды III Международной научно-практической конференции KW - blockchain KW - digital identity KW - IOTA Y1 - 2018 UR - https://elibrary.ru/item.asp?id=37052707 N1 - Beitrag: The Third International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development", 2018, Moskau, Russland SP - 25 EP - 29 ER - TY - CHAP A1 - Schöler, Thorsten T1 - Integrated Approach For Autonomously Driving Model Cars T2 - Proceedings of the Eighth International Scientific Conference "Modern Information Technology" (MIT 2018) Y1 - 2018 UR - https://drive.google.com/file/d/1M_Ycw93GuLZBA9-20iiUogLHKPDhkGm-/view SN - 978-617-7046-50-8 N1 - Beitrag: 8th International Scientific Conference "Modern Information Technology" (MIT 2018), Odessa, Ukraine, 23.05.2018 - 25.05.2018 SP - 214 EP - 215 ER - TY - JOUR A1 - Uzun, Illia A1 - Lobachev, Mykhaylo A1 - Kharchenko, Vyacheslav A1 - Schöler, Thorsten A1 - Lobachev, Ivan T1 - Candlestick Pattern Recognition in Cryptocurrency Price Time-Series Data Using Rule-Based Data Analysis Methods JF - Computation KW - cryptocurrencies KW - candlesticks KW - recognition KW - data analysis KW - rule-based method Y1 - 2024 U6 - https://doi.org/10.3390/computation12070132 SN - 2079-3197 VL - 12 IS - 2024,7 ER - TY - RPRT A1 - Fay, Alexander A1 - Gehlhoff, Felix A1 - Seitz, Matthias A1 - Vogel-Heuser, Birgit A1 - Baumgärtel, Hartwick A1 - Diedrich, Christian A1 - Lüder, Arndt A1 - Schöler, Thorsten A1 - Sutschet, Gerhard A1 - Verbeet, Gerhard ED - VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, T1 - Agenten zur Realisierung von Industrie 4.0 (VDI Statusreport Juli 2019) T2 - Agents for the realisation of Industrie 4.0 KW - Industrie 4.0 KW - Digitalisierung KW - Digitale Transformation Y1 - 2019 UR - https://www.vdi.de/ueber-uns/presse/publikationen/details/agenten-zur-realisierung-von-industrie-40 ER -