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1

A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test

Vicenç Puig, Marcin Witczak, Fatiha Nejjari, Joseba Quevedo, Józef Korbicz

Journal:

Engineering Applications of Artificial Intelligence

Year:

2007

Language:

english

File:

PDF, 768 KB

english, 2007

2

A GMDH neural network-based approach to robust fault diagnosis: Application to the DAMADICS benchmark problem

Marcin Witczak, Józef Korbicz, Marcin Mrugalski, Ron J. Patton

Journal:

Control Engineering Practice

Year:

2006

Language:

english

File:

PDF, 479 KB

english, 2006

3

Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images

Kowal, Marek, Filipczuk, Paweł, Obuchowicz, Andrzej, Korbicz, Józef, Monczak, Roman

Journal:

Computers in Biology and Medicine

Year:

2013

Language:

english

File:

PDF, 2.08 MB

english, 2013

4

[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

5

[IEEE 2012 17th International Conference on Methods & Models in Automation & Robotics (MMAR) - Miedzyzdroje, Poland (2012.08.27-2012.08.30)] 2012 17th International Conference on Methods & Models in Automation & Robotics (MMAR) - Actuators and sensors fault diagnosis with dynamic, state-space neural networks

Luzar, Marcel, Czajkowski, Andrzej, Witczak, Marcin, Korbicz, Jozef

Year:

2012

Language:

english

File:

PDF, 899 KB

english, 2012

6

Confidence estimation of GMDH neural networks and its application in fault detection systems

Korbicz, Józef, Mrugalski, Marcin

Journal:

International Journal of Systems Science

Year:

2008

Language:

english

File:

PDF, 1.38 MB

english, 2008

7

A BOUNDED-ERROR APPROACH TO DESIGNING UNKNOWN INPUT OBSERVERS

Witczak, Marcin, Korbicz, Józef, Patton, Ron J.

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 1.06 MB

english, 2002

8

ROBUST FAULT DETECTION VIA GMDH NEURAL NETWORKS

Mrugalski, Marcin, Korbicz, Józef, Patton, Ron J.

Journal:

IFAC Proceedings Volumes

Year:

2005

Language:

english

File:

PDF, 382 KB

english, 2005

9

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

10

A STOCHASTIC ROBUSTNESS APPROACH TO DESIGNING UNKNOWN INPUT OBSERVERS FOR NON-LINEAR SYSTEMS

Witczak, Marcin, Pretki, Przemysław, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

2007

Language:

english

File:

PDF, 195 KB

english, 2007

11

On robust design of sensor trajectories for parameter estimation of distributed systems

Uciyski, Dariusz, Korbicz, Józef

Journal:

IFAC Proceedings Volumes

Year:

1999

Language:

english

File:

PDF, 3.43 MB

english, 1999

12

[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Refinement of Convolutional Neural Network Based Cell Nuclei Detection Using Bayesian Inference *

Kowal, Marek, Korbicz, Jozef

Year:

2019

Language:

english

File:

PDF, 4.77 MB

english, 2019

13

Analytical and knowledge-based redundancy for fault diagnosis in process plants

Zohreh Fathi, W. Fred Ramirez, Jozef Korbicz

Journal:

Year:

1993

Language:

english

File:

PDF, 1.31 MB

english, 1993

14

Preface

Ronald J. Patton, Józef Korbicz, Suzanne Lesecq

Journal:

Control Engineering Practice

Year:

2006

Language:

english

File:

PDF, 105 KB

english, 2006

15

Neuro-fuzzy networks and their application to fault detection of dynamical systems

Józef Korbicz, Marek Kowal

Journal:

Engineering Applications of Artificial Intelligence

Year:

2007

Language:

english

File:

PDF, 415 KB

english, 2007

16

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

17

Fault detection under fuzzy model uncertainty

Marek Kowal, Józef Korbicz

Journal:

International Journal of Automation and Computing

Year:

2007

Language:

english

File:

PDF, 580 KB

english, 2007

18

Confidence estimation of the multi-layer perceptron and its application in fault detection systems

Marcin Mrugalski, Marcin Witczak, Józef Korbicz

Journal:

Engineering Applications of Artificial Intelligence

Year:

2008

Language:

english

File:

PDF, 794 KB

english, 2008

19

Neural networks for modelling and fault detection of the inter-stand strip tension of a cold tandem mill

Eugen Arinton, Sergiu Caraman, Józef Korbicz

Journal:

Control Engineering Practice

Year:

2012

Language:

english

File:

PDF, 1.16 MB

english, 2012

20

Genetic programming based approaches to identification and fault diagnosis of non-linear dynamic systems

Witczak, Marcin, Obuchowicz, Andrzej, Korbicz, Józef

Journal:

International Journal of Control

Year:

2002

Language:

english

File:

PDF, 655 KB

english, 2002

21

A novel genetic programming approach to nonlinear system modelling: application to the DAMADICS benchmark problem

Mihai Florin Metenidis, Marcin Witczak, Józef Korbicz

Journal:

Engineering Applications of Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 446 KB

english, 2004

22

Modeling, Diagnostics and Process Control || Supervisory Control and Optimization

Korbicz, Józef, Kościelny, Jan Maciej

Year:

2011

Language:

english

File:

PDF, 1.84 MB

english, 2011

23

[Advances in Intelligent Systems and Computing] Intelligent Systems in Technical and Medical Diagnostics Volume 230 || Swarm Intelligence Algorithms for Multi-level Image Thresholding

Korbicz, Jozef, Kowal, Marek

Year:

2014

Language:

english

File:

PDF, 293 KB

english, 2014

24

Fault Diagnosis || Process Diagnostics Methodology

Korbicz, Józef, Kowalczuk, Zdzisław, Kościelny, Jan M., Cholewa, Wojciech

Year:

2004

Language:

english

File:

PDF, 5.67 MB

english, 2004

25

Fault Diagnosis ||

Korbicz, Józef, Kowalczuk, Zdzisław, Kościelny, Jan M., Cholewa, Wojciech

Year:

2004

Language:

english

File:

PDF, 84.73 MB

english, 2004

26

Fault Diagnosis || Genetic Algorithms in the Multi-Objective Optimisation of Fault Detection Observers

Korbicz, Józef, Kowalczuk, Zdzisław, Kościelny, Jan M., Cholewa, Wojciech

Year:

2004

Language:

english

File:

PDF, 4.88 MB

english, 2004

27

[IEEE Automation (MED 2010) - Marrakech, Morocco (2010.06.23-2010.06.25)] 18th Mediterranean Conference on Control and Automation, MED'10 - A fault-tolerant control strategy for Lipschitz non-linear discrete-time systems

Witczak, Marcin, Korbicz, Jozef

Year:

2010

Language:

english

File:

PDF, 197 KB

english, 2010

28

[IEEE Automation (MED 2008) - Ajaccio, France (2008.06.25-2008.06.27)] 2008 16th Mediterranean Conference on Control and Automation - Design of a fault-tolerant control scheme for Takagi-Sugeno fuzzy systems

Witczak, Marcin, Dziekan, Lukasz, Puig, Vicenc, Korbicz, Jozef

Year:

2008

Language:

english

File:

PDF, 494 KB

english, 2008

29

[IEEE 2014 European Control Conference (ECC) - Strasbourg, France (2014.6.24-2014.6.27)] 2014 European Control Conference (ECC) - A LMI-based strategy for ℋ∞ fault estimation of non-linear systems: Application to the multi-tank system

Witczak, Marcin, Korbicz, Jozef, Luzar, Marcel

Year:

2014

Language:

english

File:

PDF, 1.34 MB

english, 2014

30

[IEEE Robotics (MMAR) - Miedzyzdroje, Poland (2010.08.23-2010.08.26)] 2010 15th International Conference on Methods and Models in Automation and Robotics - A fault-tolerant control scheme for non-linear discrete-time systems

Witczak, Marcin, Korbicz, Jozef

Year:

2010

Language:

english

File:

PDF, 382 KB

english, 2010

31

[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

32

[IEEE Robotics (MMAR) - Miedzyzdroje, Poland (2011.08.22-2011.08.25)] 2011 16th International Conference on Methods & Models in Automation & Robotics - An unscented Kalman filter approach to designing GMDH neural networks: Application to the tunnel furnace

Luzar, Marcel, Mrugalski, Marcin, Witczak, Marcin, Korbicz, Jozef

Year:

2011

Language:

english

File:

PDF, 804 KB

english, 2011

33

[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

34

Suboptimal state estimation algorithm for non-linear discrete-time distributed-parameter systems

Journal:

International Journal of Systems Science

Year:

1986

Language:

english

File:

PDF, 349 KB

english, 1986

35

Parameter identification of two-dimensional distributed systems

UCIŃSKI, DARIUSZ, KORBICZ, JÓZEF

Journal:

International Journal of Systems Science

Year:

1990

Language:

english

File:

PDF, 279 KB

english, 1990

36

[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) - Robust and efficient predictive FTC: Application to wind turbines

Witczak, Marcin, Witczak, Piotr, Korbicz, Jozef, Aubrun, Christophe

Year:

2013

Language:

english

File:

PDF, 290 KB

english, 2013

37

[IEEE Automation (MED 2011) - Corfu, Greece (2011.06.20-2011.06.23)] 2011 19th Mediterranean Conference on Control & Automation (MED) - Design of an unscented unknown input filter with interacting multiple model algorithm

Jozefowicz, Rafal, Witczak, Marcin, Korbicz, Jozef

Year:

2011

Language:

english

File:

PDF, 483 KB

english, 2011

38

[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) - A pole estimation approach to the synthesis of the dynamic GMDH neural networks

Mrugalski, Marcin, Witczak, Marcin, Korbicz, Jozef

Year:

2010

Language:

english

File:

PDF, 601 KB

english, 2010

39

[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) - A robust fault-tolerant model predictive control for linear parameter-varying systems

Witczak, Piotr, Luzar, Marcel, Witczak, Marcin, Korbicz, Jozef

Year:

2014

Language:

english

File:

PDF, 1.96 MB

english, 2014

40

Fault Diagnosis || Detection and Isolation of Manoeuvres in Adaptive Tracking Filtering Based on Multiple Model Switching

Korbicz, Józef, Kowalczuk, Zdzisław, Kościelny, Jan M., Cholewa, Wojciech

Year:

2004

Language:

english

File:

PDF, 3.61 MB

english, 2004

41

[Advances in Intelligent Systems and Computing] Intelligent Systems in Technical and Medical Diagnostics Volume 230 ||

Korbicz, Jozef, Kowal, Marek

Year:

2014

Language:

english

File:

PDF, 28.09 MB

english, 2014

42

[Advances in Intelligent Systems and Computing] Intelligent Systems in Technical and Medical Diagnostics Volume 230 || Takagi-Sugeno Sliding Mode Observer with a Weighted Switching Action and Application to Fault Diagnosis for Wind Turbines

Korbicz, Jozef, Kowal, Marek

Year:

2014

Language:

english

File:

PDF, 430 KB

english, 2014

43

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

44

State estimation schemes for fault detection and diagnosis in dynamic systems

KORBICZ, JÓZEF, FATHI, ZOHREH, FRED RAMIREZ, W.

Journal:

International Journal of Systems Science

Year:

1993

Language:

english

File:

PDF, 579 KB

english, 1993

45

Towards Robust Neural-Network-Based Sensor and Actuator Fault Diagnosis: Application to a Tunnel Furnace

Witczak, Marcin, Mrugalski, Marcin, Korbicz, Józef

Journal:

Neural Processing Letters

Year:

2015

Language:

english

File:

PDF, 1014 KB

english, 2015

46

[IEEE 2010 IEEE Region 8 International Conference on "Computational Technologies in Electrical and Electronics Engineering" (SIBIRCON 2010) - Irkutsk, Russia (2010.07.11-2010.07.15)] 2010 IEEE Region 8 International Conference on Computational Technologies in Electrical and Electronics Engineering (SIBIRCON) - Artificial neural networks in fault diagnosis of dynamical systems

Year:

2010

Language:

english

File:

PDF, 24 KB

english, 2010

47

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

48

[Advances in Intelligent Systems and Computing] Intelligent Systems in Technical and Medical Diagnostics Volume 230 || Fault Residual Functions Make Use of Linear Quadratic Control Performances

Korbicz, Jozef, Kowal, Marek

Year:

2014

Language:

english

File:

PDF, 631 KB

english, 2014

49

[Advances in Intelligent Systems and Computing] Intelligent Systems in Technical and Medical Diagnostics Volume 230 || Robust Fault Detection Using Zonotope-Based GMDH Neural Network

Korbicz, Jozef, Kowal, Marek

Year:

2014

Language:

english

File:

PDF, 358 KB

english, 2014

50

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