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. |
| 页 | 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 2014 → 14 6月 2014 |
出版系列
| 姓名 | Applied Mechanics and Materials |
|---|---|
| 卷 | 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 |
| 市 | Xiamen |
| 时期 | 13/06/14 → 14/06/14 |
指纹
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He, Y., Mo, B., & Li, Y. H. (2014). Precise control of high-Speed BLDCM based on BP neural network. 在 Automatic Control and Mechatronic Engineering III (页码 365-369). (Applied Mechanics and Materials; 卷 615). Trans Tech Publications Ltd.. https://doi.org/10.4028/www.scientific.net/AMM.615.365