DocumentCode
581228
Title
Fault detection and diagnosis of grid-connected power inverters using PCA and current mean value
Author
Martins, J.F. ; Pires, V. Fernao ; Lima, Celson ; Pires, A.J.
Author_Institution
CTS, UNINOVA, Lisbon, Portugal
fYear
2012
fDate
25-28 Oct. 2012
Firstpage
5185
Lastpage
5190
Abstract
One of the most used power converters is the three-phase voltage source power inverter. This is one of the reasons why it is so important to assure a continuous and safety operation of this power converter. This paper considers the application of PCA and average value computation to detect and identify faulty power switches in voltage source inverters. The PCA is applied to the inverter output currents in order to get a specific pattern that allows the identification of the fault. This results in a fast and reliable fault detection methodology. The applicability of the proposed technique is confirmed through simulation and experimental results.
Keywords
fault diagnosis; invertors; power grids; principal component analysis; reliability; safety; PCA; average value computation; continuous operation; current mean value; fault detection; fault diagnosis; grid-connected power inverters; reliable fault detection methodology; safety operation; three phase voltage source power inverter; MATLAB; Reliability; Switches; PCA; Voltage source inverter; fault diagnosis; power switches;
fLanguage
English
Publisher
ieee
Conference_Titel
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location
Montreal, QC
ISSN
1553-572X
Print_ISBN
978-1-4673-2419-9
Electronic_ISBN
1553-572X
Type
conf
DOI
10.1109/IECON.2012.6388972
Filename
6388972
Link To Document