现代电力2012，Vol.29Issue(1)：42-46,5.
基于JADE算法的变压器振动信号分离的研究
Research on Vibration Signal Separation of Transformer Based on JADE Algorithm
虞海强 1王平1
作者信息
- 1. 西华大学电气信息学院,四川成都610039
- 折叠
摘要
Abstract
The purpose of separating transformer winding signal and the vibration signal of iron core is to monitor their operation status, so in this paper, the vibration signal of transformer iron core and winding is separated from hybrid signals monitored by sensor based on independent component analysisC ICA) theory and Joint Approximate Diagonal-ization of Eigen-matrices(JADE) algorithm. Then the frequency characteristics of vibration signal of each element are compared and analyzed with original signals from database, which can judge the hidden faults of transformer. The JADE algorithm is realized by combing Lab VIEW and MATLAB. Simulation results show that JADE algorithm can be used to separate source signals from monitored signals and source signals under unknown signal source and hybrid parameters.关键词
变压器/在线监测/振动分析/JADE算法/信号分离Key words
transformer/ on - line monitoring / vibration a-nalysis/ JADE algorithm/ signal separation分类
信息技术与安全科学引用本文复制引用
虞海强,王平..基于JADE算法的变压器振动信号分离的研究[J].现代电力,2012,29(1):42-46,5.
