The Machine Learning Life Cycle in Chemical Operations – Status and Open Challenges
Gärtler, Marco, Khaydarov, Valentin, Klöpper, Benjamin, Urbas, Leon
Published in Chemie ingenieur technik (01.12.2021)
Published in Chemie ingenieur technik (01.12.2021)
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Journal Article
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
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
Defining software architectures for big data enabled operator support systems
Klopper, Benjamin, Dix, Marcel, Schorer, Lukas, Ampofo, Ann, Atzmueller, Martin, Arnu, David, Klinkenberg, Ralf
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
Multiobjective search for the management of a hybrid energy storage system
Boxnick, Simon, Klöpfer, Stefan, Romaus, Christoph, Klöpper, Benjamin
Published in 2010 8th IEEE International Conference on Industrial Informatics (01.07.2010)
Published in 2010 8th IEEE International Conference on Industrial Informatics (01.07.2010)
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Conference Proceeding
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
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
Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI
Tripathy, Sarthak Manas, Chouhan, Ashish, Dix, Marcel, Kotriwala, Arzam, Klopper, Benjamin, Prabhune, Ajinkya
Published in 2022 IEEE International Conference on Big Data and Smart Computing (BigComp) (01.01.2022)
Published in 2022 IEEE International Conference on Big Data and Smart Computing (BigComp) (01.01.2022)
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Conference Proceeding
Multi-objective Service Composition with Time- and Input-Dependent QoS
Wagner, Florian, Klein, Adrian, Klopper, Benjamin, Ishikawa, Fuyuki, Honiden, Shinichi
Published in 2012 IEEE 19th International Conference on Web Services (01.06.2012)
Published in 2012 IEEE 19th International Conference on Web Services (01.06.2012)
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Conference Proceeding
Planning with Utility and State Trajectory Constraints in Self-Healing Automotive Systems
Klopper, Benjamin, Honiden, Shinichi, Meyer, Jan, Tichy, Matthias
Published in 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems (01.09.2010)
Published in 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems (01.09.2010)
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Conference Proceeding
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
Planning Self-adaption with Graph Transformations
Tichy, Matthias, Klöpper, Benjamin
Published in Applications of Graph Transformations with Industrial Relevance (2012)
Published in Applications of Graph Transformations with Industrial Relevance (2012)
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Book Chapter
Conference Proceeding
Utilizing Residual Life Information for Improved Maintenance Services
Gitzel, Ralf, Klopper, Benjamin, Ouertani, Zied M., Turrin, Simone, Lange, Ingo
Published in 2013 IEEE 15th Conference on Business Informatics (01.07.2013)
Published in 2013 IEEE 15th Conference on Business Informatics (01.07.2013)
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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