变磁阻电机的神经网络优化控制

F. Ismail, S. Wahsh, A. Mohamed, H. Elsimary
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引用次数: 4

摘要

本文研究了变磁阻电机在理想转矩转速下的实时最优效率控制设计问题。提出了一种应用神经网络对电机励磁进行优化的方法,使驱动效率在满足转矩速度要求的前提下最大化。所提出的神经形态控制器最有趣的特点是可以对驱动系统进行实时的最优控制计算。
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Optimal control of variable reluctance motor by neural network
This paper describes the problem of designing the real time optimal efficiency control of a variable reluctance motor (VRM) operating at the desired torque speed. An application of a neural network is proposed to perform optimization of the motor excitation such that the drive efficiency is maximized subject to the torque speed requirements. The most interesting feature of the proposed neuromorphic controller is the possibility of adapting computation of the optimal control in real-time for the drive system.<>
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