Chinese Journal of Mechanical Engineering

Table 4 Averaged successful rates (SR) of ten runs three-fold cross validation in terms of static air-gap eccentricity fault diagnosis using LDA (%)

From: An Intelligent Harmonic Synthesis Technique for Air-Gap Eccentricity Fault Diagnosis in Induction Motors

Load level	0	20	50	70	100
PSD training SR	73.09	69.41	68.37	71.07	68.47
PSD test SR	71.63	67.95	66.60	69.88	66.32
HHT training SR	93.13	72.94	66.87	67.92	77.96
HHT test SR	92.42	71.62	66.05	66.50	77.15
CHS training SR	95.98	80.79	96.69	94.47	93.57
CHS test SR	95.78	79.05	95.90	93.97	92.83
HS training SR	99.99	100	99.41	100	95.73
HS test SR	99.83	100	99.10	100	95.17

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