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Data mining has found application in many research fields for predictive analysis. In engineering, data mining has been applied for equipment fault prediction by using the historical fault data of the equipment to train a data mining model for predicting future events. Power supply variations, and power quality issues affect the performance of a three-phase induction motor (TPIM). In this study, the...