Residual-based fault detection using soft computing techniques for condition monitoring at rolling mills F Serdio, E Lughofer, K Pichler, T Buchegger, H Efendic Information Sciences 259, 304-320, 2014 | 111 | 2014 |
Fault detection in multi-sensor networks based on multivariate time-series models and orthogonal transformations F Serdio, E Lughofer, K Pichler, T Buchegger, M Pichler, H Efendic Information Fusion 20, 272-291, 2014 | 105 | 2014 |
Fault detection in reciprocating compressor valves under varying load conditions K Pichler, E Lughofer, M Pichler, T Buchegger, EP Klement, ... Mechanical Systems and Signal Processing 70, 104-119, 2016 | 96 | 2016 |
Improved fault detection employing hybrid memetic fuzzy modeling and adaptive filters F Serdio, E Lughofer, AC Zavoianu, K Pichler, M Pichler, T Buchegger, ... Applied Soft Computing 51, 60-82, 2017 | 41 | 2017 |
Fuzzy fault isolation using gradient information and quality criteria from system identification models F Serdio, E Lughofer, K Pichler, M Pichler, T Buchegger, H Efendic Information Sciences 316, 18-39, 2015 | 33 | 2015 |
Detecting cracks in reciprocating compressor valves using pattern recognition in the pV diagram K Pichler, E Lughofer, M Pichler, T Buchegger, EP Klement, ... Pattern Analysis and Applications 18, 461-472, 2015 | 30 | 2015 |
Detecting broken reciprocating compressor valves in the pV diagram K Pichler, E Lughofer, M Pichler, T Buchegger, E Klement, M Huschenbett 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics …, 2013 | 21 | 2013 |
Fault detection in reciprocating compressor valves for steady-state load conditions K Pichler, A Schrems, T Buchegger, M Huschenbett, M Pichler 2011 IEEE International Symposium on Signal Processing and Information …, 2011 | 18 | 2011 |
A Comparison of Vibration based Bearing Fault Diagnostic Methods T Ooijevaar, K Pichler, Y Di, C Hesch International Journal of Prognostics and Health Management 10, 2019 | 13 | 2019 |
Data-driven vibration-based bearing fault diagnosis using non-steady-state training data K Pichler, T Ooijevaar, C Hesch, C Kastl, F Hammer Journal of Sensors and Sensor Systems 9 (1), 143-155, 2020 | 11 | 2020 |
Smart machine maintenance enabled by a condition monitoring living lab T Ooijevaar, K Pichler, Y Di, S Devos, B Volckaert, S Van Hoecke, ... Joint 8th IFAC Symposium on Mechatronic Systems and 11th IFAC Symposium on …, 2019 | 9 | 2019 |
Detecting wear in a ball screw using a data-driven approach K Pichler, J Klinglmayr, M Pichler-Scheder 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 7 | 2018 |
Comparison of fault detection methods for a hydraulic accumulator loading circuit K Pichler, R Haas, C Kastl, A Plöckinger, P Foschum IEEE Conference on Industrial Cyber-Physical Systems, 2020 | 6 | 2020 |
On the robustness of fault detection in reciprocating compressor valves K Pichler, M Pichler, T Buchegger, E Lughofer, EP Klement, ... 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014 | 6 | 2014 |
Detecting broken reciprocating compressor valves in pV diagrams of different valve types K Pichler, E Lughofer, M Pichler, T Buchegger, EP Klement, ... Smart Materials, Adaptive Structures and Intelligent Systems 56048, V002T05A002, 2013 | 6 | 2013 |
Fault diagnosis in a hydraulic circuit using a support vector machine trained by a digital twin R Haas, K Pichler Dynamics and Control of Advanced Structures and Machines: Contributions from …, 2022 | 5 | 2022 |
Detecting cracks in reciprocating compressor valves using pattern recognition in frequency space K Pichler, E Lughofer, T Buchegger, EP Klement, M Huschenbett Smart Materials, Adaptive Structures and Intelligent Systems 45097, 749-756, 2012 | 5 | 2012 |
Data-driven residual-based fault detection for condition monitoring in rolling mills F Serdio, E Lughofer, K Pichler, T Buchegger, H Efendic IFAC Proceedings Volumes 46 (9), 1530-1535, 2013 | 4 | 2013 |
Multivariate fault detection using vector autoregressive moving average and orthogonal transformation in residual space F Serdio, E Lughofer, K Pichler, T Buchegger, M Pichler, H Efendic Annual Conference of the PHM Society 5 (1), 2013 | 4 | 2013 |
A visual method to detect broken reciprocating compressor valves under varying load conditions K Pichler Proc. Mechatronics2012 3, 740-746, 2012 | 4 | 2012 |