基于深度网络的可控混合式磁力耦合器退磁诊断

王爽,章熙泰,郭永存,孙守锁

Demagnetization fault diagnosis of controllable hybrid magnetic couplers based on deep neural networks

Shuang WANG,Xitai ZHANG,Yongcun GUO,Shousuo SUN

表 5 退磁故障诊断模型故障诊断结果

Tab.5 Fault diagnosis results for demagnetization fault diagnosis model %

故障标签 P R F1 01 97.72 95.23 95.32 02 96.01 95.01 96.95 03 98.11 96.89 97.50