Modelling and estimation strategies for fault diagnosis of non-linear systems: from analytical to soft computing approaches M Witczak Springer Science & Business Media, 2007 | 285 | 2007 |
Fault diagnosis and fault-tolerant control strategies for non-linear systems M Witczak Lecture Notes in Electrical Engineering 266, 375-392, 2014 | 253 | 2014 |
A GMDH neural network-based approach to robust fault diagnosis: Application to the DAMADICS benchmark problem M Witczak, J Korbicz, M Mrugalski, RJ Patton Control Engineering Practice 14 (6), 671-683, 2006 | 139 | 2006 |
Application of the DiaSter system M Syfert, P Chrzanowski, B Fajdek, M Ławryńczuk, P Marusak, K Patan, ... Modeling, Diagnostics and Process Control: Implementation in the DiaSter …, 2011 | 111 | 2011 |
An LMI approach to robust fault estimation for a class of nonlinear systems M Witczak, M Buciakowski, V Puig, D Rotondo, F Nejjari International Journal of Robust and Nonlinear Control 26 (7), 1530-1548, 2016 | 103 | 2016 |
Fault-tolerant control strategy for actuator faults using LPV techniques: Application to a two degree of freedom helicopter S de Oca, V Puig, M Witczak, Ł Dziekan International Journal of Applied Mathematics and Computer Science 22 (1 …, 2012 | 97 | 2012 |
Towards robustness in neural network based fault diagnosis K Patan, M Witczak, J Korbicz International Journal of Applied Mathematics and Computer Science 18 (4 …, 2008 | 92 | 2008 |
A neuro-fuzzy multiple-model observer approach to robust fault diagnosis based on the DAMADICS benchmark problem FJ Uppal, RJ Patton, M Witczak Control Engineering Practice 14 (6), 699-717, 2006 | 92 | 2006 |
Advances in model-based fault diagnosis with evolutionary algorithms and neural networks M Witczak Zielona Góra: Uniwersytet Zielonogórski, 2006 | 87 | 2006 |
Robust unknown input observer for state and fault estimation in discrete-time Takagi–Sugeno systems D Rotondo, M Witczak, V Puig, F Nejjari, M Pazera International Journal of Systems Science 47 (14), 3409-3424, 2016 | 75 | 2016 |
A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test V Puig, M Witczak, F Nejjari, J Quevedo, J Korbicz Engineering Applications of Artificial Intelligence 20 (7), 886-897, 2007 | 72 | 2007 |
Towards robust predictive fault-tolerant control for a battery assembly system L Seybold, M Witczak, P Majdzik, R Stetter International Journal of Applied Mathematics and Computer Science 25 (4 …, 2015 | 71 | 2015 |
Automated generation and comparison of Takagi–Sugeno and polytopic quasi-LPV models D Rotondo, V Puig, F Nejjari, M Witczak Fuzzy Sets and Systems 277, 44-64, 2015 | 70 | 2015 |
Genetic programming based approaches to identification and fault diagnosis of non-linear dynamic systems M Witczak, A Obuchowicz, J Korbicz International Journal of Control 75 (13), 1012-1031, 2002 | 68 | 2002 |
A bounded-error approach to simultaneous state and actuator fault estimation for a class of nonlinear systems M Buciakowski, M Witczak, V Puig, D Rotondo, F Nejjari, J Korbicz Journal of Process Control 52, 14-25, 2017 | 64 | 2017 |
Confidence estimation of the multi-layer perceptron and its application in fault detection systems M Mrugalski, M Witczak, J Korbicz Engineering Applications of Artificial Intelligence 21 (6), 895-906, 2008 | 63 | 2008 |
A novel genetic programming approach to nonlinear system modelling: application to the DAMADICS benchmark problem MF Metenidis, M Witczak, J Korbicz Engineering Applications of Artificial Intelligence 17 (4), 363-370, 2004 | 61 | 2004 |
Neural network-based robust actuator fault diagnosis for a non-linear multi-tank system M Mrugalski, M Luzar, M Pazera, M Witczak, C Aubrun ISA transactions 61, 318-328, 2016 | 58 | 2016 |
LMI-based strategies for designing observers and unknown input observers for non-linear discrete-time systems J Korbicz, M Witczak, V Puig Bulletin of the polish academy of sciences technical sciences, 31-42-31-42, 2007 | 58 | 2007 |
Design of an extended unknown input observer with stochastic robustness techniques and evolutionary algorithms M Witczak, P Pretki International Journal of Control 80 (5), 749-762, 2007 | 51 | 2007 |