多负载回路串联型故障电弧智能诊断及选线方法研究*

刘艳丽, 张晓乐, 吕正阳, 徐振豪, 刘洋

Research on Intelligent Diagnosis and Route Selection Method of Multi-load Circuit Series Fault Arc

LIU Yanli, ZHANG Xiaole, LÜ Zhengyang, XU Zhenhao, LIU Yang

表4 一维卷积神经网络模型参数

层类型 输出神经元 参数量 卷积(32,11) (None,2000,32) 384 卷积(32,11) (None,2000,32) 11 296 最大池化 (None,666,32) 0 Dropout (None,666,32) 0 卷积(64,11) (None,666,64) 22 592 卷积(64,11) (None,666,64) 45 120 最大池化 (None,222,64) 0 Dropout (None,222,64) 0 卷积(128,11) (None,222,128) 90 240 卷积(128,11) (None,222,128) 180 352 最大池化 (None,74,128) 0 Dropuut (None,74,128) 0 卷积(256,11) (None,74,256) 360 704 卷积(256,11) (None,74,256) 721 152 Dropout (None,74,256) 0 平均池化 (None,256) 0 Dropout (None,256) 0 全连接 (None,7) 1 799