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In this chapter, implementation of direct self control for an induction motor drive using artificial neural network (ANN) is discussed. The computationally intensive direct self control is implemented using ANNs. Fixed weight and supervised networks with individual training strategy are employed for the ANN controller design. Neural-network based DSC is fast, giving very small steady-state control error.