Title :
Fault diagnosis method for three-phase high power factor rectifier based on a pattern recognition algorithm
Author :
Foito, D. ; Martins, J.F. ; Pires, V. Fernão ; Maia, J.
Author_Institution :
Escola Super. de Tecnol. de Setubal, Inst. Politec. de Setubal, Setúbal, Portugal
Abstract :
This paper proposes a new fault diagnosis methodology for of high power factor rectifiers. This method Is based on the combined with input line currents three dimensional space and the use of the on Principal Component Analysis (PCA). With the proposed method it is possible to detect and identify the power switch in which the fault has occurred. Such detection requires only the measurement the rectifier input currents. Simulation and experimental results are presented, considering for both healthy and faulty cases, to demonstrate the correctness of the proposed method.
Keywords :
fault diagnosis; pattern recognition; power factor; principal component analysis; rectifying circuits; PCA; fault diagnosis method; input line current three dimensional space; pattern recognition algorithm; power switch; principal component analysis; three-phase high power factor rectifier; Circuit faults; Eigenvalues and eigenfunctions; Fault diagnosis; Principal component analysis; Rectifiers; Switches; Three dimensional displays;
Conference_Titel :
Power Engineering, Energy and Electrical Drives (POWERENG), 2011 International Conference on
Conference_Location :
Malaga
Print_ISBN :
978-1-4244-9845-1
Electronic_ISBN :
2155-5516
DOI :
10.1109/PowerEng.2011.6036426