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Model-Based Fault Detection and Isolation in DC Microgrids Using Optimal Observers2020 IEEE Journal of Emerging and Selected Topics in Power Electronics article Engineering Power Systems Fault Detection
Ting Wang, Liliuyuan Liang, Sriram Karthik Gurumurthy, Ferdinanda Ponci, Antonello Monti, Zhiqing Yang, +1 more
49citations -
A Combination of Fourier Transform and Machine Learning for Fault Detection and Diagnosis of Induction Motors2021 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Văn Đức Nguyễn, Ewout Zwanenburg, Steffen Limmer, Wessel Luijben, Thomas Bäck, Markus Olhofer
15citations -
Fault Detection and Diagnosis by Machine Learning Methods in Air-To-Water Heat Pumps: Evaluation of Evaporator Fouling2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Fault Detection and Control Systems Open access
Sebastian Borges, Lasse Jöhnk, Tim Klebig, Christian Vering, Dirk Müller
4citations -
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems2023 ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) conference-paper Engineering Fault Detection and Control Systems Open access
Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller
0citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Hybrid Fault Detection and Isolation for the Fuel Turbopump Subsystem of the LOX/LNG Expander-Bleed Rocket Engine LUMEN2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Fault Detection and Control Systems Open access
Eldin Kurudzija, Marcos Quiñones-Grueiro, Kai Dresia, Austin Coursey, Gautam Biswas, Jan C. Deeken, +1 more
0citations -
The Impact of Energy Measurement in Fault Detection: A Preliminary Analysis of Load Profiling Capability2024 IEEE International Instrumentation and Measurement Technology Conference conference-paper Engineering Machine Fault Diagnosis Techniques
Luca Tari, Giovanni Betta, Luigi Ferrigno, Antonello Monti, Ferdinanda Ponci
5citations -
Fault detection for sliding bearings using acoustic emission signals and machine learning methods2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Florian König, Georg Jacobs, Andreas Stratmann, Daniel Cornel
27citations