基于零样本学习的风力机故障诊断方法

潘美琪, 贺兴

A Fault Diagnosis Method for Wind Turbines Based on Zero-Shot Learning

PAN Meiqi, HE Xing

表1 不同卷积层数下的故障诊断准确率

Tab.1 Fault diagnosis accuracy of different convolutional layers

卷积 层数 准确率/% A组 B组 C组 平均值 3 70.63 77.88 74.88 74.46 4 71.13 78.25 75.00 74.79 5 71.38 78.50 75.38 75.09 6 72.13 79.13 75.88 75.71 7 71.75 78.63 75.50 75.29 8 71.50 78.49 75.45 75.15 9 71.09 78.33 75.32 74.91