基于神经网络技术的三相变流器控制器研究

The Fifth International Conference on Power Electronics and Drive Systems, 2003. PEDS 2003. Pub Date : 2003-11-17 DOI:10.1109/PEDS.2003.1283211

Wang Baocheng, Wu Wei-yang, Xiaofeng Sun, Wei Kun

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引用次数: 1

摘要

本文采用反向传播神经网络对三相变换器的输入电流进行状态矢量PWM (SVPWM)控制。本文介绍了电流调制器的一些特性。为了提高系统对电流的响应性能、鲁棒性和对系统参数的不敏感性，采用了在线训练神经网络比例积分调制器。给出了仿真和实验结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Research on three-phase converter controller based on neural network technique

A back propagation neural network is used in this paper to control the three phase converter input current with state vector PWM (SVPWM) performance. The paper presents some characters of the current modulator. To improve the performance in response of current, robustness and insensitivity to system parameters, a online training neural networks proportional integrate modulator is used. Simulation and experimental results are given out.

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来源期刊

The Fifth International Conference on Power Electronics and Drive Systems, 2003. PEDS 2003.

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