STAFF
Assoc. Prof. Marcin Witczak, Ph. D., D.Sc.
Phone : +48 68 328 2511
E-mail : M.Witczak@issi.uz.zgora.pl
Room: 104
Website : http://www.uz.zgora.pl/~mwitczak/
RESEARCH
- Identification of nonlinear dynamic systems
- Fault-tolerant control
- Parameter estimation techniques for both linear and nonlinear systems
- Model-based fault diagnosis for nonlinear systems
- Nonlinear observers: nonlinear unknown input observer, extended unknown input observer, and their application to robust fault detection
- Bounded error approaches to state and parameter estimation
LECTURES
- Advanced programming environments
- SCADA sytems
- Analysis of systems
RECENT PUBLICATIONS
- Toward the training of feed-forward neural networks with the D-optimum input sequence
Witczak M. - IEEE Transactions on Neural Networks, 2006, Vol. 17, No. 2, pp. 357-373 - A GMDH neural network-based approach to robust fault diagnosis: Application to the DAMADICS benchmark problem
Witczak M., Korbicz J., Mrugalski M. and Patton R.J. - Control Engineering Practice, 2006, Vol. 14, No. 6, pp. 671-683 - A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test
Puig V., Witczak M., Nejjari F., Quevedo J., Korbicz J. - Engineering Applications of Artificial Intelligence, 2007, Vol. 20, No. 7, pp. 886-897 - Design of an extended unknown input observer with stochastic robustness techniques and evolutionary algorithms
Witczak M., Prętki P. - International Journal of Control, 2007, Vol. 80, No. 5, pp. 749-762 - Modelling and estimation strategies for fault diagnosis of non-linear systems: from analytical to soft computing approaches
Witczak M. - Berlin: Springer-Verlag, 2007
OTHERS