Krzysztof Patan
Krzysztof Patan
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Tytuł
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Artificial neural networks for the modelling and fault diagnosis of technical processes
K Patan
Springer, 2008
2272008
Soft computing approaches to fault diagnosis for dynamic systems
JMF Calado, J Korbicz, K Patan, RJ Patton, JMGS Da Costa
European Journal of Control 7 (2-3), 248-286, 2001
1272001
Identification of neural dynamic models for fault detection and isolation: the case of a real sugar evaporation process
K Patan, T Parisini
Journal of Process Control 15 (1), 67-79, 2005
1002005
Towards robustness in neural network based fault diagnosis
K Patan, M Witczak, JZ Korbicz
International Journal of Applied Mathematics and Computer Science 18 (4 …, 2008
772008
Stability analysis and the stabilization of a class of discrete-time dynamic neural networks
K Patan
IEEE Transactions on Neural Networks 18 (3), 660-673, 2007
702007
Neural network-based model predictive control: Fault tolerance and stability
K Patan
IEEE Transactions on Control Systems Technology 23 (3), 1147-1155, 2014
642014
DETECTION AND ISOLATION SYSTEMS T
J KORBICZ, KRF PATAN
Int. J. Appl. Math. and Comp. Sci 9 (3), 519-546, 1999
641999
Signals and systems
K Patan
472011
Nonlinear model predictive control of a boiler unit: A fault tolerant control study
K Patan, J Korbicz
International Journal of Applied Mathematics and Computer Science 22 (1 …, 2012
392012
Optimal training strategies for locally recurrent neural networks
K Patan, M Patan
Journal of Artificial Intelligence and Soft Computing Research 1, 2011
332011
Optimal observation strategies for model-based fault detection in distributed systems
M Patan, K Patan
International Journal of Control 78 (18), 1497-1510, 2005
252005
Stochastic learning methods for dynamic neural networks: Simulated and real-data comparisons
K Patan, T Parisini
Proceedings of the 2002 American Control Conference (IEEE Cat. No. CH37301 …, 2002
252002
Network of dynamic neurons in fault detection systems
J Korbiez, A Obuchowicz, K Patan
SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems …, 1998
231998
Application of the state space neural network to the fault tolerant control system of the PLC-controlled laboratory stand
A Czajkowski, K Patan, M Szymański
Engineering Applications of Artificial Intelligence 30, 168-178, 2014
222014
Approximation of state-space trajectories by locally recurrent globally feed-forward neural networks
K Patan
Neural Networks 21 (1), 59-64, 2008
202008
A neural network approach to simultaneous state and actuator fault estimation under unknown input decoupling
P Witczak, K Patan, M Witczak, M Mrugalski
Neurocomputing 250, 65-75, 2017
162017
Artificial neural networks in fault diagnosis
K Patan, J Korbicz
Fault Diagnosis, 333-379, 2004
162004
Fault detection in catalytic cracking converter by means of probability density approximation
K Patan, J Korbicz
Engineering Applications of Artificial Intelligence 20 (7), 912-923, 2007
152007
Two stage neural network modelling for robust model predictive control
K Patan
ISA transactions 72, 56-65, 2018
142018
Active fault-tolerant control systems: Integration of fault diagnosis and reconfigurable control
Y Zhang
Fault Diagnosis and Fault Tolerant Control, Academic Publishing House EXIT …, 2007
132007
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