Institute of Control and Computation Engineering Soft Computing in Fault Detection and Isolation...

Institute of Control andComputation Engineering

Soft Computing in Fault Detection and Isolation

Józef Korbicz Marcin Witczak

Institute of Control and Computation Engineering University of Zielona Góra, Poland

E-mails: [email protected] [email protected]

http://www.issi.uz.zgora.pl


University of Zielona Góra

Three Schools

• School of Arts, Humanities and Social Sciences• School of Sciences and Economics

254 professors, 390 doctors and 24000 students

• School of Engineering


Structure

• Information Systems Division

• Systems Analysis and Intelligent Computation Division

• Telecomunication and Computer Security

• Editorial Office of the International Journal of Applied Mathematics and Computer

Science

Institute of Control and Computation EngineeringDirector: Prof. Józef Korbicz


Research ActivityComputational intelligence and evolutionary computations

Leader: Prof. J.Korbicz• neural networks, neuro-fuzzy systems• structure and parameter optimization• evolutionary computationsTechnical diagnostics

Leader: Prof. J.Korbicz• analytical methods: mathematical modelling, observers• artificial intelligence• applications: sugar industry, power plants

Virtual environments and multimedia Leader: Dr S.Nikiel

• computer graphics• visualization• virtual environments and multimedia


Research Activity (cont.)

Multidimensional (2n-DN) systems and repetitive processes

Leader: Prof. K.Gałkowski• modelling, analysis and synthesis• control• applications

Distributed parameter systems – theory and applications

Leader: Prof. D.Uciński• parameter estimation• movable sensors• physical process simulation


Research projects (selected)

• 5th Framework Programme project on Development and Application of Methods for Actuator Diagnosis in Industrial Control Systems, DAMADICS, 2000-2003. Coordinator: Prof. Ron J. Patton, University of Hull, U.K. Group and task leader: Prof. J. Korbicz, University of Zielona Góra

• The Polish–British Research Partnership Programme on Optimum experimental design for multivariate nonlinear models, 2002-2005. Coordinators: Prof. D.Uciński, University of Zielona Góra and Dr B.Bogacka, University of London

• POLONIUM (French-Polish programme) projects on Modelling and analysis of environmental processes using cellular automata. 2001-2002. Coordinators: Prof. A.El Jai, University of Perpignan and Prof. D.Uciński, University of Zielona Góra

• Integration of Quantitative and Qualitative Fault Diagnosis Methods within the Framework of Industrial Application, INCO COPERNICUS IQ2FD Project, 1998-2000. Group leader: Prof. J. Korbicz, University of Zielona Góra


Research laboratories

• Laboratory of Computer Graphics and Multimedia

• Laboratory of Modern Control Systems and Optimization

• Laboratory of Software Engineering and Intelligent Computations

• Laboratory of the Foundations of Computer Science

• Local CISCO Academy Laboratory


Institute’s books

2004

2005

2002

2004


Organization of conferences (selected)

• 6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS 2006, Beijing, China, 2006

• National Conference on Automatic Control, KKA’02, Zielona Góra, Poland, 2002

• National Conference on Diagnostics of Industrial Processes, DPP’97, DPP’2001, Łagów Lubuski, Poland, 1997 and 2001

• International Symposium of Mathematical Theory of Networks and Systems, MTNS 2000, Perpignan, France, 2000

• Polish-German Symposium on Science Research Education, SRE 2000, Zielona Góra, Poland 2000


Soft Computing in Fault Detection and Isolation

• Principles of modern fault diagnosis

• Artificial neural networks in fault diagnosis

• Evolutionary algorithms in fault diagnosis

• Fuzzy and neuro-fuzzy systems in fault diagnosis

• Case studies – industrial applications

Outline

Institute of Control and Computation Engineering Soft Computing in Fault Detection and Isolation...

Documents

Transcript of Institute of Control and Computation Engineering Soft Computing in Fault Detection and Isolation...