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Asynchronous motor resistance thermal drift prediction and compensation strategy based on sparse search optimization of backpropagation (BP) neural network algorithm

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Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Ahead of Print.
This paper proposes a compensation strategy for thermal drift in motor resistance to enhance the control precision of induction motors. The compensation strategy primarily utilizes a sparse search algorithm (SSA) to adjust the initial parameters of a ...