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Krzysztof Patan
Krzysztof Patan
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Artificial neural networks for the modelling and fault diagnosis of technical processes
K Patan
Springer, 2008
2882008
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
1432001
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
1122005
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
1112011
Neural network-based model predictive control: Fault tolerance and stability
K Patan
IEEE Transactions on Control Systems Technology 23 (3), 1147-1155, 2014
1042014
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
902008
Dynamic neural networks for process modelling in fault detection and isolation systems
J Korbicz, K Patan, A Obuchowicz
International Journal of Applied Mathematics and Computer Science 9 (3), 519-546, 1999
741999
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
712007
Neural-network-based iterative learning control of nonlinear systems
K Patan, M Patan
ISA transactions 98, 445-453, 2020
662020
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
512012
Two stage neural network modelling for robust model predictive control
K Patan
ISA transactions 72, 56-65, 2018
412018
Optimal training strategies for locally recurrent neural networks
K Patan, M Patan
Journal of Artificial Intelligence and Soft Computing Research 1 (2), 103-114, 2011
352011
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
292017
Optimal observation strategies for model-based fault detection in distributed systems
M Patan, K Patan
International Journal of Control 78 (18), 1497-1510, 2005
292005
Neural networks in design of iterative learning control for nonlinear systems
K Patan, M Patan, D Kowalów
IFAC-PapersOnLine 50 (1), 13402-13407, 2017
272017
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
262002
Robust and fault-tolerant control: neural-network-based solutions
K Patan
Springer, 2019
252019
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
252014
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
241998
Approximation of state-space trajectories by locally recurrent globally feed-forward neural networks
K Patan
Neural Networks 21 (1), 59-64, 2008
232008
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Artigos 1–20