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GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK

Year 2003, Volume: 3 Issue: 1, 727 - 734, 09.01.2012

Abstract

Generalized modeling principles of a nonlinear system with a dynamic fuzzy network (DFN)- a network with unconstrained connectivity and with dynamic fuzzy processing units called 'feurons', have been given. DFN model has been trained both in open loop and closed loop forms to satisfy these principles. Several system trajectories with a PRBS input have been used for open loop training. DFN model obtained from open loop training was used in a closed loop training with an extended Kalman filter (EKF) in an observer design. For gradient computations adjoint sensitivity method has been used.

Year 2003, Volume: 3 Issue: 1, 727 - 734, 09.01.2012

Abstract

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Details

Primary Language English
Journal Section Articles
Authors

A.Ferit Konar This is me

Yusuf Oysal This is me

Publication Date January 9, 2012
Published in Issue Year 2003 Volume: 3 Issue: 1

Cite

APA Konar, A., & Oysal, Y. (2012). GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK. IU-Journal of Electrical & Electronics Engineering, 3(1), 727-734.
AMA Konar A, Oysal Y. GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK. IU-Journal of Electrical & Electronics Engineering. January 2012;3(1):727-734.
Chicago Konar, A.Ferit, and Yusuf Oysal. “GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK”. IU-Journal of Electrical & Electronics Engineering 3, no. 1 (January 2012): 727-34.
EndNote Konar A, Oysal Y (January 1, 2012) GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK. IU-Journal of Electrical & Electronics Engineering 3 1 727–734.
IEEE A. Konar and Y. Oysal, “GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK”, IU-Journal of Electrical & Electronics Engineering, vol. 3, no. 1, pp. 727–734, 2012.
ISNAD Konar, A.Ferit - Oysal, Yusuf. “GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK”. IU-Journal of Electrical & Electronics Engineering 3/1 (January 2012), 727-734.
JAMA Konar A, Oysal Y. GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK. IU-Journal of Electrical & Electronics Engineering. 2012;3:727–734.
MLA Konar, A.Ferit and Yusuf Oysal. “GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK”. IU-Journal of Electrical & Electronics Engineering, vol. 3, no. 1, 2012, pp. 727-34.
Vancouver Konar A, Oysal Y. GENERALIZED MODELING PRINCIPLES OF A NONLINEAR SYSTEM WITH A DYNAMIC FUZZY NETWORK. IU-Journal of Electrical & Electronics Engineering. 2012;3(1):727-34.