期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

基于蚁群模糊神经网络的无刷直流电机仿真控制研究

Research of Ant Colony Fuzzy Neural Network Simulation Control for Brushless DC Motor
下载PDF
导出
摘要 无刷直流电机（BLDCM）的动力学特性是一个高阶、非线性、强耦合的系统，针对传统PI控制的滞后性和动态响应性能较差等特点，本文提出一种基于动态递归模糊神经网络PI控制的无刷直流电机调速系统速度控制器的实施方案，利用蚁群算法优化递归模糊神经网络的隶属度函数参数和网络权值系数，从而提高系统的动态响应性能。仿真结果表明，该方法响应快，具有较强的抗干扰性和鲁棒性，动、静态特性均优于传统PI控制。 The dynamic characteristics of brushless DC motor （BLDCM） is a high-order, nonlinear and strong coupling system. For the characteristics of the lagging and the dynamic poor response, this paper puts forward a way of dynamic PI control to the speed system of BLDCM. Ant colony algorithm is used to optimize the membership function parameters and the network coefficient of recurrent fuzzy neural network to improve the dynamic performance. Simulation results show that the way has fast response, strong coupling . The dynamic and static characteristics are superior than the traditional PI control.
作者 乔维德
机构地区 常州市广播电视大学
出处 《娄底职业技术学院学报（职教与经济研究）》 2009年第2期58-62,共5页
基金 江苏广播电视大学学术带头人基金资助工程阶段性成果
关键词 无刷直流电机(BLDCM) 模糊神经网络 PI控制 蚁群算法 brushless DC motor（BLDCM） fuzzy neural networks PI control ant colony algorithm
分类号 TM3 [电气工程—电机]
  • 相关文献

参考文献2

二级参考文献20

  • 1[1]Miller T J E. Brushless Permanent- Magnet and Reluctance Motor Drives [M]. Oxford New York: Clarendon Press, 1989.
  • 2[2]Pragasan Pillay, R Krishnan. Modeling of permanent magnet motor drives [J]. IEEE Trans. on Industry Electronics, 1988, 35(4): 537-541.
  • 3[3]Evans P D, Brown D. Simulation of brushless DC drives [C]. IEE Proceedings B, Electric Power Applications, 137(5): 299-308.
  • 4[4]Pillay P, Krishnan R. Modeling, simulation, and analysis of permanent-magnet motor drives, Part Ⅰ: The permanent-magnet synchronous motor drive [J]. IEEE Trans. on Industry Applications, 1989, 25(2): 265-273.
  • 5[5]Pillay P, Krishnan R. Modeling, simulation, and analysis of permanent-magnet motor drives, Part Ⅱ: The brushless DC motor drive [J]. IEEE Trans. on Industry Applications, 1989, 25(2): 274-279.
  • 6[6]Irfan Guney, Yukset Oguz, Fusun Serteller. Dynamic behavior model of permanent magnet synchronous motor fed by PWM inverter and fuzzy logic controller for stator phase current, flux and torque control of PMSM [C]. IEEE Proceeding from Electric Machines and Drives Conference, 2001, 12-17: 479-485.
  • 7[7]Bolopion A, Jouve D, Pacaut R. Control of permanent magnets synchronous machines a simulation comparative survey [C]. IEEE Proceeding from Applied Power Electronics Conference and Exposition, 1990, 11-16: 374-383.
  • 8[8]Hoang Le-Huy. Modeling and simulation of electrical drives using MATLAB Simulink and Power System Blockset [C]. IEEE Proceeding from Industrial Electronics Society, 2001, 3(2): 1603-1611.
  • 9[9]Waikar S P. A low cost low loss brushless permanent magnet motor drive [D]. The office of graduate studies of Texas A&M University: Texas A&M University, 2001.
  • 10[10]Luk P C K, Lee C K, Kwok N M. Development of a low cost software package for the design of a brushless DC motor controller [C]. Proceeding from Electrotechnical Conference, 1994, 12-14: 1306-1309.

共引文献246

娄底职业技术学院学报（职教与经济研究）
2009年 第2期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部