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 9 1DCNN模型抗噪性诊断结果

Tab.9 Diagnostic results for anti-noise ability of 1DCNN model

SNR σ/% SNR σ/% 3 99.5 −1 98.1 2 98.9 −2 93.3 1 98.6 −3 86.9 0 98.3 −4 76.3