The autonomous industrial plant – future of process engineering, operations and maintenance
Gamer, Thomas, Hoernicke, Mario, Kloepper, Benjamin, Bauer, Reinhard, Isaksson, Alf J.
Published in Journal of process control (01.04.2020)
Published in Journal of process control (01.04.2020)
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Journal Article
MLOps for Cyber-Physical Production Systems: Challenges and Solutions
Faubel, Leonhard, Woudsma, Thomas, Kloepper, Benjamin, Eichelberger, Holger, Buelow, Fabian, Schmid, Klaus, Ghezeljehmeidan, Amir Ghorbani, Methnani, Leila, Theodorou, Andreas, Bang, Magnus
Published in IEEE software (13.08.2024)
Published in IEEE software (13.08.2024)
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Journal Article
Combining Representation Learning and Active Learning for Applications in Process Manufacturing
Dathatri, Ashwini Gonibedu, Strem, Nika, Klöpper, Benjamin
Published in Chemie ingenieur technik (01.07.2023)
Published in Chemie ingenieur technik (01.07.2023)
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Journal Article
Data Preparation for Data Mining in Chemical Plants using Big Data
Borrison, Reuben, Kloepper, Benjamin, Mullen, Jennifer
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
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Conference Proceeding
Active Learning Application for Recognizing Steps in Chemical Batch Production
Ahmad, Asif, Song, Chen, Tan, Ruomu, Gartler, Marco, Klopper, Benjamin
Published in 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) (06.09.2022)
Published in 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) (06.09.2022)
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Conference Proceeding
Deep Anomaly Detection on Tennessee Eastman Process Data
Hartung, Fabian, Franks, Billy Joe, Michels, Tobias, Wagner, Dennis, Liznerski, Philipp, Reithermann, Steffen, Fellenz, Sophie, Jirasek, Fabian, Rudolph, Maja, Neider, Daniel, Leitte, Heike, Song, Chen, Kloepper, Benjamin, Mandt, Stephan, Bortz, Michael, Burger, Jakob, Hasse, Hans, Kloft, Marius
Published in Chemie ingenieur technik (01.07.2023)
Published in Chemie ingenieur technik (01.07.2023)
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Journal Article
Machine Learning Approaches for Phase Identification Using Process Variables in Batch Processes
Gärtler, Marco, Hollender, Martin, Klöpper, Benjamin, Maczey, Sylvia, Tan, Ruomu, Song, Chen, Bähner, Franz David, Krämer, Stefan, Just, Gregor, Khaydarov, Valentin, Urbas, Leon, Gedda, Rebecca
Published in Chemie ingenieur technik (01.07.2023)
Published in Chemie ingenieur technik (01.07.2023)
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Journal Article
Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context
Atzmueller, Martin, Hayat, Naveed, Schmidt, Andreas, Kloepper, Benjamin
Published in 2017 IEEE 15th International Conference on Industrial Informatics (INDIN) (01.07.2017)
Published in 2017 IEEE 15th International Conference on Industrial Informatics (INDIN) (01.07.2017)
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Conference Proceeding
A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension
Baskan, Denis E., Meyer, Daniel, Mieck, Sebastian, Faubel, Leonhard, Klöpper, Benjamin, Strem, Nika, Wagner, Johannes A., Koltermann, Jan J.
Published in Algorithms (01.04.2023)
Published in Algorithms (01.04.2023)
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Journal Article
Planning for mechatronics systems—Architecture, methods and case study
Klöpper, Benjamin, Aufenanger, Mark, Adelt, Philipp
Published in Engineering applications of artificial intelligence (01.02.2012)
Published in Engineering applications of artificial intelligence (01.02.2012)
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Journal Article
Integrated search for heterogeneous data in process industry applications - A proof of concept
Klopper, Benjamin, Dix, Marcel, Siddapura, Dikshith, Taverne, Luke T.
Published in 2016 IEEE 14th International Conference on Industrial Informatics (INDIN) (01.07.2016)
Published in 2016 IEEE 14th International Conference on Industrial Informatics (INDIN) (01.07.2016)
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Conference Proceeding
Probabilistic Planning for Predictive Condition Monitoring and Adaptation Within the Self-Optimizing Energy Management of an Autonomous Railway Vehicle
Klöpper, Benjamin, Sondermann-Wölke, Christoph, Romaus, Christoph
Published in Journal of robotics and mechatronics (20.02.2012)
Published in Journal of robotics and mechatronics (20.02.2012)
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Journal Article
A multi-objective evolutionary approach to scheduling for evolving manufacturing systems
Klöpper, Benjamin, Pater, Jan Patrick, Honiden, Shinichi, Dangelmaier, Wilhelm
Published in Evolving systems (01.03.2012)
Published in Evolving systems (01.03.2012)
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Journal Article