Application of Immune Single Neuron PID Regulator in Permanent Magnet Synchronous Machine AC Servo System

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Application of Immune Single Neuron PID Regulator in Permanent Magnet Synchronous Machine AC Servo System

更新时间：2025-07-09

- Application of Immune Single Neuron PID Regulator in Permanent Magnet Synchronous Machine AC Servo System
- Vol. 44, Issue 4, Pages: 76-82(2010)
- 作者机构：
  
  西安交通大学电气工程学院,西安,710049
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM351
- Online First：10 April 2010，
  
  Published：2010
- 稿件说明：
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Application of Immune Single Neuron PID Regulator in Permanent Magnet Synchronous Machine AC Servo System[J]. 2010, 44(4): 76-82.
DOI：

Application of Immune Single Neuron PID Regulator in Permanent Magnet Synchronous Machine AC Servo System[J]. 2010, 44(4): 76-82. DOI：

摘要

针对传统PID调节不易在线实时调整参数

难以有效控制复杂和时变系统的不足

以及单神经元PID控制不能实时调整增益、响应慢的缺点

介绍了一种通过免疫反馈机理实现增益自调整的单神经元自适应PID

并将其应用于永磁交流伺服系统.系统转速环控制器采用基于单神经元的自适应PID控制算法

实现PID参数的在线实时调整.在单神经元中引入免疫反馈机理

实现增益自调整

提高其响应速度.仿真和实验结果表明

该算法可以在一定程度上增强系统的抗扰动能力

改善系统的速度控制效果

使转速的超调更小、振荡减弱、响应速度加快、稳态误差减小

提高了系统的动态和稳态性能.

Abstract

It is difficult for the traditional PID regulator to adjust parameters online in controlling complicated timevarying systems

and the gain is unable to be adjusted automatically and the response rate is lower for the single neuron PID regulator. A new single neuron adaptive PID regulator based on immune feedback mechanism is proposed and applied to PMSM AC servo system. The single neuron adaptive PID algorithm is employed as the speed closed-loop controller of servo system to fulfill real-time adjustment of the PID parameters

and the immune feedback mechanism is embedded to achieve self-adjustment of the gain coefficient and enhance the response rate. The simulations and experiments show that the control strategy effectively increases anti-disturbance capabilities and improves speed control effects of the system

thus the overshoot and oscillation get less

the response rate heightens

and the steady state error becomes smaller speed control

loading to better dynamical and steady state performances of speed control.

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Keywords

references

PILLAY P, KRISHNAN R. Control characteristics and speed controller design for a high performance permanent magnet synchronous motor drive[J]. IEEE Trans on Energy Conversion, 2004, 19(1): 170-175.

HARNEFORS L. Design and analysis of general rotor-flux-oriented vector control systems[J]. IEEE Trans on Industrial Electronics, 2001,48(2):383-390.

陶永华.新型PID控制及其应用[M].北京:机械工业出版社, 2002:149-176.

LI S, LIU Z. Adaptive speed control for permanent magnet synchronous motor system with variations of load inertia[J]. IEEE Trans on Industrial Electronics, 2009,56(8):3050-3059.

CHENG Kuangyao, TZOU Yingyu. Fuzzy optimization techniques applied to the design of a digital PMSM servo drive[J]. IEEE Trans on Power Electronics, 2004, 19(4):1085-1099.

LIN Faa-Jeng, LIN Chih-Hong. A permanent-magnet synchronous motor servo drive using self-constructing fuzzy neural network controller[J]. IEEE Trans on Energy Conversion, 2004, 19(1):66-72.

张昌凡,王耀南,何静.永磁同步伺服电机的变结构智能控制[J].中国电机工程学报,2002,22(7):13-17.

ZHANG Changfan, WANG Yaonan, HE Jing. Variable structure intelligent control for PM synchronous servo motor drive[J]. Proceedings of the CSEE, 2002,22(7): 13-17.

王伟,高晓智,王常虹.免疫调节增益的单神经元PID控制器[J].电机与控制学报, 2008, 12(1):74-79.

WANG Wei, GAO Xiaozhi, WANG Changhong. New single neuron PID controller based on immune tuning[J]. Electric Machines and Control, 2008, 12(1):74-79.

张玲, 回立川. 免疫单神经元控制器的研究与应用[J]. 控制工程,2007,14(1):76-77.

ZHANG Ling, HUI Lichuan. Immunity single neuron PID controller and its application[J]. Control Engineering of China, 2007,14(1): 76-77.

谈英姿, 沈炯, 吕震中. 免疫PID控制器在汽温控制系统中的应用研究[J]. 中国电机工程学报, 2002,22(10):148-152.

TAN Yingzi, SHEN Jiong, LÜ Zhenzhong. Study of immune PID controller for superheated steam temperature control system[J]. Proceedings of the CSEE, 2002, 22(10): 148-152.

SARITHA B, JANKIRAMAN P A. MATLAB simulation of current control of PMSM using single sensor technology[C]∥International Conference on Power Electronics, Drives and Energy Systems.Piscataway,NJ,USA:IEEE, 2006:1-5.

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