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| Authors: | Jianbo Gao: Technische Universität München, Munich, Germany |
| | Yang Ji: German Aerospace Center, Wessling, Germany |
| | Johann Bals: German Aerospace Center, Wessling, Germany |
| | Ralph Kennel: Technische Universität München, Munich, Germany |
| Publication title: | Fault Detection of Power Electronic Circuit using Wavelet Analysis in Modelica |
| Conference: | Proceedings of the 9th International MODELICA Conference, September 3-5, 2012, Munich, Germany |
| Publication type: | Abstract and Fulltext |
| Issue: | 076 |
| Article No.: | 052 |
| Abstract: | In more electric aircrafts (MEA) the electric power network is important for the reliability. To prevent severe faults it is the key issue to identify the faults in the early stage before a complete failure happens. In this paper an early stage fault detection method using wavelet multi-resolution analysis (MRA) for a regulated buck DC-DC converter is studied. Specifically, the electrolyte input capacitor is diagnosed. The study was carried out using simulation with Modelica / Dymola. The fault features that were extracted from different levels of MRA decomposition provided clear information for both fast and slow occurring faults. This method showed significant advantages compared with filter technique. It is concluded that wavelet transform is a suitable tool for early stage fault detection of the power electronics in MEA. In addition, the simulation language Modelica provides a convenient possibility for the quick design of fault detection strategy. |
| Language: | English |
| Keywords: | power electronics, DC-DC converter, fault detection, wavelet, Modelica, Dymola |
| Year: | 2012 |
| No. of pages: | 10 |
| Pages: | 513-522 |
| ISBN: | 978-91-7519-826-2 |
| Series: | Linköping Electronic Conference Proceedings |
| ISSN (print): | 1650-3686 |
| ISSN (online): | 1650-3740 |
| File: | http://www.ep.liu.se/ecp/076/052/ecp12076052.pdf |
| Available: | 2012-11-19 |
| Publisher: | Linköping University Electronic Press, Linköpings universitet |
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REFERENCE TO THIS PAGE | Jianbo Gao, Yang Ji, Johann Bals, Ralph Kennel (2012). Fault Detection of Power Electronic Circuit using Wavelet Analysis in Modelica, Proceedings of the 9th International MODELICA Conference, September 3-5, 2012, Munich, Germany http://dx.doi.org/10.3384/ecp12076513 (accessed 5/22/2013) |
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