神经网络在电力电子和 AC 驱动中的应用——一个技术评论(英文)

Applications of Neural Networks in Power Electronics and AC Drives——A Technology Review

由于一些显著的优点，比如处理非线性系统的最大的能力，比传统控制系统更高的容错能力更快的操作速度，神经网络系统已经被广泛地应用于电力电子领域和ＡＣ、ＤＣ驱动中，这篇论文将评述神经网络对感应电机的电流控制、感应电机参数识别及控制，包括转子时间常数识别、马达速度、定子磁通估计，转子磁通估计以及ＤＣ电机的神经网络间接模型参考自适应控制。

Because of some remarkable features such as greatest promise in the realm of nonlinear control system and higher degree of fault tolerance and speed of operaton than conventional control scheme,the neural network has been applied extensively in power electronics and AC & DC drivesThis paper reviews some typical neural network approaches in the current control of induction motor,identification and control of induction motor parameters involving the rotor time constant and motor speed,stator flux estimation,rotor flux estimation as well as the Indirect Model Reference Adaptive Conrtol of DC motor using neural network