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An acceleration control scheme for an induction motor drive is developed using an expert system approach. The acceleration increments produced by two different voltage vectors are compared to give an optimum stator voltage vector which is selected and retained. The on-line inference control is built using an expert system with heuristic knowledge about the relationship between the motor voltage and acceleration. The feasibility of the proposed system is validated by simulation studies.