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Machine learning based anomaly detection and classification of acoustic emission events for wear monitoring in sliding bearing systems2020 Tribology International article Engineering Machine Fault Diagnosis Techniques cited by 1 patent
Florian König, Christopher Sous, Achraf Ouald Chaib, Georg Jacobs
156citations -
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 -
A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis2023 IEEE Transactions on Instrumentation and Measurement article Engineering Machine Fault Diagnosis Techniques
Yuan Wei, Zhijun Xiao, Shulin Liu, Kai‐Uwe Schröder, Hongchong Peng, Ababacar Michel Sarr, +1 more
26citations -
Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines2021 IEEE Conference on Prognostics and Health Management conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Marios Kefalas, Mitra Baratchi, Asteris Apostolidis, Dirk van den Herik, Thomas Bäck
18citations -
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 -
Detection of Broken Rotor Bars in Induction Machines using Machine Learning Methods2020 International Conference on Electrical Machines and Systems (ICEMS) conference-paper Engineering Machine Fault Diagnosis Techniques
Stefan Quabeck, Wenbo Shangguan, Daniel Scharfenstein, Rik W. De Doncker
13citations -
Damage Diagnosis of Cardan Shafts in Mobile Mining Machines using Vibration Analysis2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Reza Golafshan, Catalin Dascaliuc, Georg Jacobs, David E. Roth, Joerg Berroth, Stephan Neumann
9citations