Modeling and Optimization for Fault Diagnosis of Electromechanical Systems Based on Zero Crossing Algorithm

Table 10

Recognition rate of different load HPs as training sets.

Index	Test set recognition rate
Training set	Load 0	Load 1	Load 2	Load 3
Load 0	100	99.72	96.83	99.12
Load 1	98.13	99.85	96.72	97.83
Load 2	97.75	97.28	98.83	97.52
Load 3	98.15	97.23	96.95	99.17