Title :
Fault isolation based in Structural Analysis and EWMA of the set DFIG/Back-to-Back converter of a Wind Energy Conversion System
Author :
Mina, J. ; Perez, Roxana
Author_Institution :
Nat. Center of Res. & Technol. Dev. (CENIDET), Cuernavaca, Mexico
fDate :
Sept. 30 2013-Oct. 4 2013
Abstract :
This paper proposes a fault isolation system for the set Double Feed Induction Generator (DFIG)/Back-to-Back converter of an off-grid Wind Energy Conversion System (WECS). An a priori task is the fault diagnosability analysis of the system by means of Structural Analysis (SA), from which the redundant information is extracted - analytical redundant relations (ARR´s). The residual generators for the isolation system make use of the ARR´s and the explicit analytical equations of the system. Given that the system is based on a power electronic converter, the input signals to the residual generators are switched signals, which yield a bad performance of the ARR´s. In order to enhance the performance and sensitivity of residuals under faulty conditions, an exponentially weighted moving average (EWMA) strategy is used on the raw residuals obtained from the ARR´s. 26 faults are considered in the diagnosability analysis same which are tested on a WECS simulator created on Simulink/MatLab.
Keywords :
asynchronous generators; fault diagnosis; moving average processes; power convertors; wind power plants; DFIG; EWMA; MatLab; Simulink; WECS simulator; analytical redundant relations; back-to-back converter; double feed induction generator; exponentially weighted moving average strategy; fault diagnosability analysis; fault isolation; faulty conditions; isolation system; off-grid wind energy conversion system; power electronic converter; residual generators; structural analysis; switched signals; Back-to-Back Converter; Double Feed Induction Generator (DFIG); EWMA; Fault Isolation; Structural Analysis;
Conference_Titel :
Electrical Engineering, Computing Science and Automatic Control (CCE), 2013 10th International Conference on
Conference_Location :
Mexico City
Print_ISBN :
978-1-4799-1460-9
DOI :
10.1109/ICEEE.2013.6676032