Integration of Novel Sensors and Machine Learning for Predictive Maintenance in Medium Voltage Switchgear to Enable the Energy and Mobility Revolutions
Hoffmann, Martin W, Wildermuth, Stephan, Gitzel, Ralf, Boyaci, Aydin, Gebhardt, Jörg, Kaul, Holger, Amihai, Ido, Forg, Bodo, Suriyah, Michael, Leibfried, Thomas, Stich, Volker, Hicking, Jan, Bremer, Martin, Kaminski, Lars, Beverungen, Daniel, Zur Heiden, Philipp, Tornede, Tanja
Published in Sensors (Basel, Switzerland) (08.04.2020)
Published in Sensors (Basel, Switzerland) (08.04.2020)
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Journal Article
Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids-Open Issues, Suitable Technologies, and Implementation Concepts
Gitzel, Ralf, Hoffmann, Martin W., Heiden, Philipp Zur, Skolik, Alexander, Kaltenpoth, Sascha, Muller, Oliver, Kanak, Cansu, Kandiah, Kajan, Stroh, Max-Ferdinand, Boos, Wolfgang, Zajadatz, Maurizio, Suriyah, Michael, Leibfried, Thomas, Singhal, Dhruv Suresh, Burger, Moritz, Hunting, Dennis, Rehmer, Alexander, Boyaci, Aydin
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Seamless maintenance - Integration of FDI Device Management & CMMS
Schulz, Dirk, Gitzel, Ralf
Published in 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) (01.09.2013)
Published in 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA) (01.09.2013)
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Conference Proceeding
Modeling Machine Health Using Gated Recurrent Units with Entity Embeddings and K-Means Clustering
Amihai, Ido, Chioua, Moncef, Gitzel, Ralf, Kotriwala, Arzam Muzaffar, Pareschi, Diego, Sosale, Guruprasad, Subbiah, Subanatarajan
Published in 2018 IEEE 16th International Conference on Industrial Informatics (INDIN) (01.07.2018)
Published in 2018 IEEE 16th International Conference on Industrial Informatics (INDIN) (01.07.2018)
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Conference Proceeding
Using established Web Engineering knowledge in model-driven approaches
Gitzel, Ralf, Korthaus, Axel, Schader, Martin
Published in Science of computer programming (30.04.2007)
Published in Science of computer programming (30.04.2007)
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Journal Article
Principles and Practice of Programming in Java 2008—Special issue
Gitzel, Ralf, Cabri, Giacomo, Aleksy, Markus
Published in Science of computer programming (01.11.2011)
Published in Science of computer programming (01.11.2011)
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Journal Article
Foreword
Aleksy, Markus, Gitzel, Ralf, Krall, Andreas, Mössenböck, Hanspeter, Probst, Christian W., Stephenson, Ben
Published in Science of computer programming (01.05.2013)
Published in Science of computer programming (01.05.2013)
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Journal Article
Using Siamese Neural Networks on Threshold Maps of Infrared Images to Detect Equipment Faults
Gitzel, Ralf, Kaul, Holger, Dix, Marcel
Published in 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService) (01.08.2022)
Published in 2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService) (01.08.2022)
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Conference Proceeding
PPPJ special issue–Foreword
Aleksy, Markus, Amaral, Vasco, Gitzel, Ralf, Power, James, Waldron, John
Published in Science of computer programming (01.03.2009)
Published in Science of computer programming (01.03.2009)
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Journal Article
An Industrial Case Study Using Vibration Data and Machine Learning to Predict Asset Health
Amihai, Ido, Gitzel, Ralf, Kotriwala, Arzam Muzaffar, Pareschi, Diego, Subbiah, Subanataranjan, Sosale, Guruprasad
Published in 2018 IEEE 20th Conference on Business Informatics (CBI) (01.07.2018)
Published in 2018 IEEE 20th Conference on Business Informatics (CBI) (01.07.2018)
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Conference Proceeding