Machine-Learning-Based Intelligent Mechanical Fault Detection and Diagnosis of Wind Turbines

Table 2

Method evaluation.

Methods	Mean accuracy (%)
SVM	75.49
BPNN	90.42
2-D CNN	93.57
1-D CNN	90.83
WDCNN	96.56
LDCNN	98.75