基于小波变换和优化CNN的风电齿轮箱故障诊断

温竹鹏,陈捷,刘连华,焦玲玲

Fault diagnosis of wind power gearbox based on wavelet transform and improved CNN

Zhu-peng WEN,Jie CHEN,Lian-hua LIU,Ling-ling JIAO

表 1 密集连接对模型分类精度的影响

Tab.1 Influence of densely connection on model classification accurary

实验 Acc N Acc Y 实验 Acc N Acc Y % 1 94.6 99.8 4 93.7 99.6 2 95.7 99.5 5 92.8 99.5 3 94.4 99.3 平均 94.2 99.5