Recurrent Functional-Link-Based Fuzzy Neural Network Controller With Improved Particle Swarm Optimization for a Linear Synchronous Motor Drive

著录项

• 来源
  《Magnetics, IEEE Transactions on》 |2009年第8期|p.3151-3165|共15页
• 作者

  Faa-Jeng Lin; Syuan-Yi Chen; Li-Tao Teng; Hen Chu;

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• 作者单位

  Dept. of Electr. Eng., Nat. Central Univ., Chungli, Taiwan;

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• 收录信息
• 原文格式 PDF
• 正文语种 eng
• 中图分类
• 关键词

  backpropagation; fuzzy control; learning systems; linear synchronous motors; machine control; motor drives; neurocontrollers; particle swarm optimisation; performance index; permanent magnet motors; recurrent neural nets; servomotors; PMLSM servo drive; back-propagation method; control performance verification; degenerated response; divergence response; dynamic model; linear synchronous motor drive; online learning algorithm; particle swarm optimization; periodic reference trajectory tracking; permanent-magnet linear synchronous motor; recurrent functional-link-based fuzzy neural network controller; Functional link neural network (FLNN); particle swarm optimization (PSO); permanent-magnet linear synchronous motor (PMLSM);

  机译：反向传播;模糊控制;学习系统;线性同步电动机;机器控制;电动机驱动器;神经控制器;粒子群优化;性能指标;永磁电动机;递归神经网络;伺服电动机;PMLSM伺服驱动器;反向传播方法;控制性能验证;退化响应;发散响应;动力学模型;线性同步电动机驱动;在线学习算法;粒子群优化;周期参考轨迹跟踪;永磁线性同步电动机;基于功能链接的递归模糊神经网络控制器;功能链接神经网络（ FLNN）;粒子群优化（PSO）;永磁直线同步电动机（PMLSM）;