Precise control of high-Speed BLDCM based on BP neural network

Ying He*, Bo Mo, Yang Hua Li

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Brushless DC Motor (BLDCM) is a strongly nonlinear systems, which means that we can't get a satisfactory result by the traditional PID Controller. This paper presents an improved BP Neural Network algorithm with adaptive adjustment of learning rate and range adjustment of the output. At last, using MatLab/Simulink to verify the algorithm that it has better control precision and adaptability.

源语言英语
主期刊名Automatic Control and Mechatronic Engineering III
出版商Trans Tech Publications Ltd.
365-369
页数5
ISBN(印刷版)9783038351993
DOI
出版状态已出版 - 2014
活动3rd International Conference on Automatic Control and Mechatronic Engineering, ICACME 2014 - Xiamen, 中国
期限: 13 6月 201414 6月 2014

出版系列

姓名Applied Mechanics and Materials
615
ISSN(印刷版)1660-9336
ISSN(电子版)1662-7482

会议

会议3rd International Conference on Automatic Control and Mechatronic Engineering, ICACME 2014
国家/地区中国
Xiamen
时期13/06/1414/06/14

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