Investigation of the influence of sugeno fuzzy regulator parameters on the modelling process of insulating material for electrical rotary machines

• Autorzy: Hammer M. , Szabo R. , Svoboda J. , Riha Z. , Latina P. , Vavruska J.
• Konferencja: II International Conference on Advances in Processing, Testing and Application of Dielectric Materials, 15-17 September, Wrocław 2004
• Języki publikacji: EN

Abstrakty

EN

The contribution deals with the use of fuzzy regulators, which are used for modelling and identification of insulating materials for electrical rotary machines. For this purpose, we have used the fuzzy controller with the Sugeno fuzzy inference engine. The objective of this contribution is to outline the problems of adjusting the Sugeno fuzzy controller and determining what of the parameters have dominant influence on the time curve of the identification process of insulating material. By using the term "identification process", we understand the determination of the insulating material parameters on the basis of which it is possible to predict the lifetime of the insulating material.

Słowa kluczowe

EN

sugeno inference; simulation; identification; fuzzy controller

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Prace Naukowe Instytutu Podstaw Elektrotechniki i Elektrotechnologii Politechniki Wrocławskiej. Konferencje
• Rocznik: 2004
• Tom: Vol. 40, nr 15
• Strony: 200--203
• Opis fizyczny: Bibliogr. 8 poz., rys., tab.

Twórcy

autor

Hammer M.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

autor

Szabo R.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

autor

Svoboda J.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

autor

Riha Z.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

autor

Latina P.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

autor

Vavruska J.

• Brno University of Technology, Faculty of Mechanical Engineering, Institute of Production Machines, Systems and Robotics,Technicka 2896/2, Brno, 616 69, Czech Republic

Bibliografia

• [1] BRANDŠTETTER P., Measurement of Voltage ‒ Time Characteristics of Solid Insulating Materials, Thesis, 1997.
• [2] PIVOŇKA P., Fuzzy Regulators, Automation, 40 (1997), No. 11, pp. P1 - P10.
• [3] JURA P., Fundaments of Fuzzy Logics for Controlling and Modelling, FEI VUT in Brno, Brno, 1998.
• [4] HAMMER M., KOZLOVSKY T., KRATOCHVIL P., BAROS M., Neural Network and the Life of Insulating Material for Windings in Electric Rotary Machines. In: 12th International Conference on Flexibile Automation and Inteligent Manufacturing, Dresden, Germany 2002, pp. 55-63, 2002.
• [5] DEMUTH H., Beale M., Neural Network Toolbox User's Guide version 4.0. The MathWorks Inc., 2001.
• [6] HAMMER M., KOZLOVSKY T., KRATOCHVIL P., BAROS M., The Life Diagnostics of Insulating Materiale for Electrical Machines with Neural Networks. In: XXXVIII International Symposium on Electrical Machines, Kielce, Poland 2002, pp. 569¬579, 2002.
• [7] HAMMER M., BAROS M., KRATOCHVIL P., KOZLOVSKY T., The New Approaches in the Diagnostics of Insulating Materials for Electrical Rotary Machine Windings. In: Elektroenergetika 2002, Praha, pp. 263-266, 2002.
• [8] HAMMER M., KOZLOVSKÝ T., SVOBODA J., SZABÓ R., The use of neural networks for the life prediction of insulating material of electric rotary machines. In: 13th International Conference on Flexibile Automation and Inteligent Manufacturing - FAIM2003, Gdansk - POLAND 2003.