Rapid Recognition System of Circuit Breaker Status Based on Wavelet Packet Decomposition and SVM

DOI

10.2991/aeece-16.2016.57How to use a DOI?

Keywords

Circuit breaker, Wavelet packet decomposition, SVM, Rapid recognition, Fault diagnosis.

Abstract

For circuit breaker failure state is difficult to identify quickly, this paper put forward a rapid recognition method of circuit breaker status based on wavelet packet decomposition and Support Vector Machine(SVM). After db3 wavelet packet decomposition, the extracted circuit breaker vibration signal has a two-stage classification in SVM and the circuit breaker status will be quickly identified. The experimental results show that rapid recognition system of circuit breaker status based on wavelet packet decomposition and SVM can improve the speed of the circuit breaker fault diagnosis effectively without reducing the diagnosis accuracy.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jin Tan
AU  - Yao Wei
AU  - Mengyuan He
PY  - 2016/07
DA  - 2016/07
TI  - Rapid Recognition System of Circuit Breaker Status Based on Wavelet Packet Decomposition and SVM
BT  - Proceedings of the 2016 2nd International Conference on Advances in Energy, Environment and Chemical Engineering (AEECE 2016)
PB  - Atlantis Press
SP  - 274
EP  - 277
SN  - 2352-5401
UR  - https://doi.org/10.2991/aeece-16.2016.57
DO  - 10.2991/aeece-16.2016.57
ID  - Tan2016/07
ER  -