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| 自适应模糊控制在交流调速中的应用 | |
| 引用本文： | 乔铁柱,范永伟,范玉华. 自适应模糊控制在交流调速中的应用[J]. 太原理工大学学报, 2003, 34(2): 193-195 |
| 作者姓名： | 乔铁柱 范永伟 范玉华 |
| 作者单位： | 1. 太原理工大学,测控技术研究所,山西,太原,030024 2. 中国矿业大学,徐州,221008 3. 准能事业公司,内蒙,010300 |
| 摘 要： | 在研究交流调速系统控制方法的基础上，针对交流电机这种复杂的被控对象，利用神经网络实现交流调速系统的模糊控制，仿真结果表明，该控制方法具有很强的自学习和抗干扰能力，当突然加、减负载时，神经网络模糊控制与PID控制相比，具有恢复时间短，超调和振荡小等特点，神经网络模糊控制特别适用于结构复杂，干扰大且控制精度要求高的系统。 |
| 关 键 词： | 自适应 交流调速 神经网络控制 模糊控制 BP算法 |
| 文章编号： | 1007-9432(2003)02-0193-03 |
| 修稿时间： | 2002-09-23 |
The Application of Self-adaptation Fuzzy Control Based on Neural-network in AC Speed Adjustment System |
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| QIAO Tie zhu ,FAN Yong wei ,FAN Yu hua. The Application of Self-adaptation Fuzzy Control Based on Neural-network in AC Speed Adjustment System[J]. Journal of Taiyuan University of Technology, 2003, 34(2): 193-195 | |
| Authors: | QIAO Tie zhu FAN Yong wei FAN Yu hua |
| Affiliation: | QIAO Tie zhu 1,FAN Yong wei 2,FAN Yu hua 3 |
| Abstract: | Based on studying of AC speed adjustment system ,a method of fuzzy controller based on neura network is proposed. Simulations show that this method improved the ability of self learning and anti jamming of AC speed adjustment system, and the resuming time of rotate speed in neural network fuzzy control system is much shorter than that in PID control system, and the overshooting and oscillation during the resuming period are also weakened when the loads are suddenly increased or decreased. For systems with complicated structure, strong distur bances high accuracy , this method works well. |
| Keywords: | AC speed adjustment neural network control fuzzy control BP algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |