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Diagnosis and mitigation of sensor malfunctioning in a permanent magnet synchronous generator based wind energy conversion system

journal contribution
posted on 2018-09-01, 00:00 authored by Sajeeb Saha, Enamul HaqueEnamul Haque, Apel MahmudApel Mahmud
IEEE An approach for diagnosis and mitigation of sensor malfunctioning in a permanent magnet synchronous generator (PMSG)-based direct-drive variable speed wind energy conversion system (WECS) is presented in this paper. Malfunctioning of current sensors cause erroneous grid- and machine-side current measurements, which significantly affect the operation of grid- and machine-side controllers, and in turn, performance of the WECS system degrades. In the proposed approach, the sliding mode observer-based fault diagnosis theory is used to diagnose (i.e., to detect and estimate) the error induced in the the grid- and machine-side current measurements due to sensor malfunctioning. The proposed mitigation action rectifies measured grid- and machine-side currents using estimated measurement errors, as soon as malfunctioning of sensors are diagnosed, and ensure resilient operation of the WECS against sensor malfunctioning. The accuracy and effectiveness of the proposed approach are verified through rigorous simulation and experimental studies, which clearly demonstrate effectiveness of the proposed approach.

History

Journal

IEEE transactions on energy conversion

Volume

33

Issue

3

Pagination

938 - 948

Publisher

Institute of Electrical and Electronics Engineers

Location

Piscataway, N.J.

ISSN

0885-8969

Language

eng

Publication classification

C Journal article; C1 Refereed article in a scholarly journal

Copyright notice

2017, IEEE