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Authors
Affiliations
1 Department of Avionics, Indian Institute of Space Science and Technology, Kerala, IN
2 SAP Labs India Private Limited, Bangalore, IN
Source
ICTACT Journal on Soft Computing, Vol 2, No 1 (2011), Pagination: 224-232
Abstract
Faults in engineering systems are difficult to avoid and may result in serious consequences. Effective fault detection and diagnosis can improve system reliability and avoid expensive maintenance. In this paper fuzzy system based fault detection scheme for permanent magnet synchronous generator is proposed. The sequence current components like positive and negative sequence currents are used as fault indicators and given as inputs to fuzzy fault detector. Also, the fuzzy inference system is created and rule base is evaluated, relating the sequence current component to the type of faults. These rules are fired for specific changes in sequence current component and the faults are detected. The feasibility of the proposed scheme for permanent magnet synchronous generator is demonstrated for different types of fault under various operating conditions using MATLAB/Simulink.
Keywords
Fuzzy Fault Detector, Membership Function, Sequence Component.
