基于一维卷积神经网络的钻杆故障诊断
金列俊,詹建明,陈俊华,王涛

Drill pipe fault diagnosis method based on one-dimensional convolutional neural network
Lie-jun JIN,Jian-ming ZHAN,Jun-hua CHEN,Tao WANG
表 7 1DCNN模型转速适应性诊断结果
Tab.7 Diagnosis results for rotational speed adaptability of 1DCNN model
训练数据 测试数据 σ/% σave/%
A B 91.3 91.5
C 94.5
B A 90.1
C 89.2
C A 92.7
B 91.6