摘要
Based on the back progpagation neural network (BPNN) applied for transformer fault diagnosis, an improved algorithm of BPNN is introduced, and some basic conceptions of data reliability analysis are adopted to pre process the input data of BPNN. The results of verification show that satisfactory accuracy and good application of this method could be acquired.
Based on the back progpagation neural network (BPNN) applied for transformer fault diagnosis, an improved algorithm of BPNN is introduced, and some basic conceptions of data reliability analysis are adopted to pre process the input data of BPNN. The results of verification show that satisfactory accuracy and good application of this method could be acquired.
出处
《高电压技术》
EI
CAS
CSCD
北大核心
1999年第1期13-15,共3页
High Voltage Engineering
基金
国家自然科学基金
关键词
电力变压器
故障诊断
BP网络
可靠性数据分析
power transformer data reliability analysis BP neural network fault diagnosis
