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1

Neural Network-Based Model Predictive Control: Fault Tolerance and Stability

Patan, Krzysztof

Journal:

IEEE Transactions on Control Systems Technology

Year:

2015

Language:

english

File:

PDF, 1.62 MB

english, 2015

2

[IEEE 2016 Conference on Control and Fault-Tolerant Systems (SysTol) - Barcelona, Spain (2016.9.7-2016.9.9)] 2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol) - Design of iterative learning control by the means of state space neural networks

Czajkowski, Andrzej, Patan, Maciej, Patan, Krzysztof

Year:

2016

Language:

english

File:

PDF, 572 KB

english, 2016

3

[Advances in Intelligent Systems and Computing] Current Trends in Biomedical Engineering and Bioimages Analysis Volume 1033 (Proceedings of the 21st Polish Conference on Biocybernetics and Biomedical Engineering) ||

Korbicz, Józef, Maniewski, Roman, Patan, Krzysztof, Kowal, Marek

Year:

2020

Language:

english

File:

PDF, 46.37 MB

english, 2020

4

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - Iterative learning control of the displacements of a cantilever beam

Patan, Maciej, Klimkowicz, Kamil, Maniarski, Robert, Patan, Krzysztof, Rogers, Eric

Year:

2019

File:

PDF, 647 KB

2019

5

Application of the state space neural network to the fault tolerant control system of the PLC-controlled laboratory stand

Czajkowski, Andrzej, Patan, Krzysztof, Szymański, Mirosław

Journal:

Engineering Applications of Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 1.58 MB

english, 2014

6

Corrigendum to “Stability Analysis and the Stabilization of a Class of Discrete-Time Dynamic Neural Networks” [May 07 660-673]

Patan, Krzysztof, Patan, Maciej

Journal:

IEEE Transactions on Neural Networks

Year:

2009

Language:

english

File:

PDF, 130 KB

english, 2009

7

[IEEE 2014 19th International Conference on Methods & Models in Automation & Robotics (MMAR) - Miedzyzdroje (2014.9.2-2014.9.5)] 2014 19th International Conference on Methods and Models in Automation and Robotics (MMAR) - Fault accommodation of the two rotor aero-dynamical system using the state space neural networks based model predictive control

Czajkowski, Andrzej, Patan, Krzysztof

Year:

2014

Language:

english

File:

PDF, 1.96 MB

english, 2014

8

FAULT DETECTION IN CATALYTIC CRACKING CONVERTER BY MEANS OF PROBABILITY DENSITY APPROXIMATION

Patan, Krzysztof, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

2006

Language:

english

File:

PDF, 315 KB

english, 2006

9

[IEEE 2016 24th Mediterranean Conference on Control and Automation (MED) - Athens, Greece (2016.6.21-2016.6.24)] 2016 24th Mediterranean Conference on Control and Automation (MED) - Design of predictive fault tolerant control by the means of State Space Neural Networks

Czajkowski, Andrzej, Patan, Krzysztof

Year:

2016

Language:

english

File:

PDF, 202 KB

english, 2016

10

Approximation of state-space trajectories by locally recurrent globally feed-forward neural networks

Krzysztof Patan

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 466 KB

english, 2008

11

Fault detection in catalytic cracking converter by means of probability density approximation

Krzysztof Patan, Józef Korbicz

Journal:

Engineering Applications of Artificial Intelligence

Year:

2007

Language:

english

File:

PDF, 279 KB

english, 2007

12

Identification of neural dynamic models for fault detection and isolation: the case of a real sugar evaporation process

Krzysztof Patan, Thomas Parisini

Journal:

Journal of Process Control

Year:

2005

Language:

english

File:

PDF, 1.03 MB

english, 2005

13

[IEEE 2013 Conference on Control and Fault-Tolerant Systems (SysTol) - Nice, France (2013.10.9-2013.10.11)] 2013 Conference on Control and Fault-Tolerant Systems (SysTol) - Stable neural network based model predictive control

Patan, Krzysztof, Korbicz, Jozef

Year:

2013

Language:

english

File:

PDF, 1.13 MB

english, 2013

14

[IEEE 2013 18th International Conference on Methods & Models in Automation & Robotics (MMAR) - Miedzyzdroje (2013.8.26-2013.8.29)] 2013 18th International Conference on Methods & Models in Automation & Robotics (MMAR) - Designing nonlinear model of the Two Rotor Aero-dynamical system using state space neural networks with delays

Czajkowski, Andrzej, Patan, Krzysztof

Year:

2013

Language:

english

File:

PDF, 787 KB

english, 2013

15

[IEEE 2010 Conference on Control and Fault-Tolerant Systems (SysTol) - Nice, France (2010.10.6-2010.10.8)] 2010 Conference on Control and Fault-Tolerant Systems (SysTol) - Nonlinear model predictive control of a boiler unit: A fault tolerant control study

Patan, Krzysztof, Korbicz, Jozef

Year:

2010

Language:

english

File:

PDF, 944 KB

english, 2010

16

[IEEE 2014 IEEE International Symposium on Intelligent Control (ISIC) - Juan Les Pins, France (2014.10.8-2014.10.10)] 2014 IEEE International Symposium on Intelligent Control (ISIC) - Design of robust predictive fault-tolerant control for Takagi-Sugeno fuzzy systems: Application to the twin-rotor system

Witczak, Piotr, Witczak, Marcin, Patan, Krzysztof, Stetter, Ralf

Year:

2014

Language:

english

File:

PDF, 204 KB

english, 2014

17

Towards Robustness in Neural Network Based Fault Diagnosis

Patan, Krzysztof, Witczak, Marcin, Korbicz, Józef

Journal:

International Journal of Applied Mathematics and Computer Science

Year:

2008

Language:

english

File:

PDF, 519 KB

english, 2008

18

Nonlinear model predictive control of a boiler unit: A fault tolerant control study

Patan, Krzysztof, Korbicz, Józef

Journal:

International Journal of Applied Mathematics and Computer Science

Year:

2012

Language:

english

File:

PDF, 2.07 MB

english, 2012

19

[IEEE 2014 IEEE International Symposium on Intelligent Control (ISIC) - Juan Les Pins, France (2014.10.8-2014.10.10)] 2014 IEEE International Symposium on Intelligent Control (ISIC) - Robust model predictive control using neural networks

Patan, Krzysztof, Witczak, Piotr

Year:

2014

Language:

english

File:

PDF, 214 KB

english, 2014

20

A neural network-based robust unknown input observer design: Application to wind turbine

Witczak, Piotr, Patan, Krzysztof, Witczak, Marcin, Puig, Vincenc, Korbicz, Jozef

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 678 KB

english, 2015

21

STOCHASTIC APPROACHES TO DYNAMIC NEURAL NETWORK TRAINING. ACTUATOR FAULT DIAGNOSIS STUDY

Patan, Krzysztof, Parisini, Thomas

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 1.24 MB

english, 2002

22

ROBUST FAULT DIAGNOSIS IN CATALYTIC CRACKING CONVERTER USING ARTIFICIAL NEURAL NETWORKS

Patan, Krzysztof

Journal:

IFAC Proceedings Volumes

Year:

2005

Language:

english

File:

PDF, 389 KB

english, 2005

23

Sensor fault estimation in the framework of model predictive control. Boiler case study

Patan, Krzysztof, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

2012

Language:

english

File:

PDF, 703 KB

english, 2012

24

Fault detection and accommodation by means of neural networks. Application to the boiler unit

Patan, Krzysztof, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

2009

Language:

english

File:

PDF, 1.30 MB

english, 2009

25

[IEEE 2016 Conference on Control and Fault-Tolerant Systems (SysTol) - Barcelona, Spain (2016.9.7-2016.9.9)] 2016 3rd Conference on Control and Fault-Tolerant Systems (SysTol) - A neural network-based simultaneous state and actuator fault estimation under unknown input decoupling

Witczak, Piotr, Patan, Krzysztof, Witczak, Marcin, Pazera, Marcin

Year:

2016

Language:

english

File:

PDF, 533 KB

english, 2016

26

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Optimum training design for neural network in synthesis of robust model predictive control

Patan, Krzysztof, Patan, Maciej, Kowalow, Damian

Year:

2016

Language:

english

File:

PDF, 389 KB

english, 2016

27

A neural network approach to simultaneous state and actuator fault estimation under unknown input decoupling

Witczak, Piotr, Patan, Krzysztof, Witczak, Marcin, Mrugalski, Marcin

Journal:

Year:

2017

Language:

english

File:

PDF, 2.25 MB

english, 2017

28

Dynamic Neural Networks for Actuator Fault Diagnosis: Application to the DAMADICS Benchmark Problem

Patan, Krzysztof, Parisini, Thomas

Journal:

IFAC Proceedings Volumes

Year:

2003

Language:

english

File:

PDF, 669 KB

english, 2003

29

Application of Dynamic Neural Networks in an Industrial Plant

Patan, Krzysztof, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

2000

Language:

english

File:

PDF, 1.55 MB

english, 2000

30

Stability criteria for three-layer locally recurrent networks

Patan, Krzysztof

Journal:

IFAC Proceedings Volumes

Year:

2008

Language:

english

File:

PDF, 276 KB

english, 2008

31

Two stage neural network modelling for robust model predictive control

Patan, Krzysztof

Journal:

ISA Transactions

Year:

2017

Language:

english

File:

PDF, 895 KB

english, 2017

32

Neural networks in design of iterative learning control for nonlinear systems * *This work was supported by National Science Centre in Poland under the grant 2014/15/B/ST7/03208.

Patan, Krzysztof, Patan, Maciej, Kowalów, Damian

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 455 KB

english, 2017

33

Observer-based iterative learning control design in the repetitive process setting * *This work is partially supported by National Science Centre in Poland, grant No. 2014/15/B/ST7/03208

Paszke, Wojciech, Rogers, Eric, Patan, Krzysztof

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 501 KB

english, 2017

34

[IEEE European Control Conference 2007 (ECC) - Kos (2007.7.2-2007.7.5)] 2007 European Control Conference (ECC) - Approximation ability of a class of locally recurrent globally feed-forward neural networks

Patan, Krzysztof

Year:

2007

Language:

english

File:

PDF, 174 KB

english, 2007

35

[IEEE 2018 IEEE Conference on Decision and Control (CDC) - FL, USA (2018.12.17-2018.12.19)] 2018 IEEE Conference on Decision and Control (CDC) - Iterative Learning Control of Repetitive Transverse Loads in Elastic Materials

Patan, Maciej, Patan, Krzysztof, Galkowski, Krzysztof, Rogers, Eric

Year:

2018

File:

PDF, 1.10 MB

2018

36

[IEEE 2018 17th European Control Conference (ECC) - Limassol, Cyprus (2018.6.12-2018.6.15)] 2018 European Control Conference (ECC) - Design and convergence of iterative learning control based on neural networks

Patan, Krzysztof, Patanl, Maciej

Year:

2018

Language:

english

File:

PDF, 401 KB

english, 2018

37

[Studies in Systems, Decision and Control] Robust and Fault-Tolerant Control Volume 197 (Neural-Network-Based Solutions) ||

Patan, Krzysztof

Year:

2019

File:

PDF, 7.74 MB

2019

38

[Studies in Systems, Decision and Control] Robust and Fault-Tolerant Control Volume 197 (Neural-Network-Based Solutions) || Robust and Fault-Tolerant Control

Patan, Krzysztof

Year:

2019

Language:

english

File:

PDF, 951 KB

english, 2019

39

Neural-network-based iterative learning control of nonlinear systems

Patan, Krzysztof, Patan, Maciej

Journal:

ISA Transactions

Year:

2019

Language:

english

File:

PDF, 872 KB

english, 2019

40

Constrained actuator fault tolerant control with the application to a wind turbine

Witczak, Piotr, Pazera, Marcin, Patan, Krzysztof, Witczak, Marcin

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 438 KB

english, 2018

41

Neural-network-based iterative learning control of nonlinear systems

Patan, Krzysztof, Patan, Maciej

Journal:

ISA Transactions

Year:

2019

File:

PDF, 872 KB

2019

42

[IEEE 2019 American Control Conference (ACC) - Philadelphia, PA, USA (2019.7.10-2019.7.12)] 2019 American Control Conference (ACC) - Neural-network-based high-order iterative learning control

Patan, Krzysztof, Patan, Maciej

Year:

2019

File:

PDF, 224 KB

2019

43

Sensor Fault-Tolerant Control Design for Magnetic Brake System

Patan, Krzysztof, Patan, Maciej, Klimkowicz, Kamil

Journal:

Year:

2020

File:

PDF, 881 KB

2020