WSEAS Transactions on Systems
Print ISSN: 1109-2777, E-ISSN: 2224-2678
Volume 16, 2017
Faults Detection and Diagnosis Approach Using PCA and SOM Algorithm in PMSG-WT System
Authors: ,
Abstract: In this papers, a new approach for faults detection and diagnosis in observable data system wind turbine - permanent magnet synchronous generator (WT-PMSG), the studying objective, illustrate the combination (SOM- PCA) to build Multi-local-PCA models faults detection in system (WT-PMSG), the performance of the method suggested to faults detection and diagnostic in experimental data, finding good results in simulation experiment.