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This paper presents the design methodology of fuzzy based modeling of permanent magnet synchronous generator system. An analytical model of the system is presented in the nonlinear state space form based on fundamental physical laws. The fuzzy based modeling scheme for Permanent Magnet Synchronous Generator is developed using the general Takagi-Sugeno fuzzy model. The feasibility of the proposed scheme for Permanent Magnet Synchronous Generator is demonstrated using MATLAB for load disturbances and the obtained responses are compared with mathematical model responses.