Marcin Witczak
Tytuł
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Modelling and estimation strategies for fault diagnosis of non-linear systems: from analytical to soft computing approaches
M Witczak
Springer Science & Business Media, 2007
2592007
Fault diagnosis and fault-tolerant control strategies for non-linear systems
M Witczak
Lecture Notes in Electrical Engineering 266, 375-392, 2014
1692014
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
1222006
Fault-tolerant control strategy for actuator faults using LPV techniques: Application to a two degree of freedom helicopter
S Montes de Oca, V Puig, M Witczak, L Dziekan
Walter de Gruyter, 2012
872012
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
842006
Towards Robustness in Neural Network Based Fault Diagnosis.
K Patan, M Witczak, J Korbicz
International Journal of Applied Mathematics & Computer Science 18 (4), 2008
792008
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
772016
Advances in model-based fault diagnosis with evolutionary algorithms and neural networks
M Witczak
International Journal of Applied Mathematics and Computer Science 16 (1), 85, 2006
762006
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
642007
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
612002
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
552015
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
552008
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
512004
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, 2007
492007
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
482016
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
482015
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
462007
Identification and fault detection of non-linear dynamic systems
M Witczak
University of Zielona Góra Press, 2003
462003
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
452016
Robust fault detection with unknown-input interval observers using zonotopes
P Guerra, V Puig, M Witczak
IFAC Proceedings Volumes 41 (2), 5557-5562, 2008
422008
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