基于重采样降噪与主成分分析的宽卷积深度神经网络风机故障诊断方法
刘展, 包琰洋, 李大字

Fault Diagnosis Method of Wind Turbines Based on Wide Deep Convolutional Neural Network With Resampling and Principal Component Analysis
Zhan LIU, Yanyang BAO, Dazi LI
表 1 相同转速下风机发电机故障诊断结果
Tab. 1 Fault diagnosis results of wind turbine generator at the same speed
类别测试样本分类准确率/%
发电机驱动端50100
发电机非驱动端5098