• CN:11-2187/TH
  • ISSN:0577-6686

›› 1997, Vol. 33 ›› Issue (6): 70-76.

• 论文 • 上一篇    下一篇

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基于神经模糊技术的电液伺服控制

盛万兴;戴汝为;王孙安;史维祥   

  1. 中科院自动化所;西安交通大学
  • 发布日期:1997-11-01

ELECTRO-HYDRAULIC SERVO CONTROL BASED ON NEURO-FUZZY TECHNIQUE

Sheng Wanxing;Dai Ruwei;Wang Sun'an;Shi Weixiang   

  1. Institute of Automation, Chinese Academy of Sciences Xi'an Jiaotong University
  • Published:1997-11-01

摘要: 研究了基于神经模糊混合技术的电液伺服系统控制问题。综合神经网络与模糊逻辑技术的优势,构造了一种神经模糊控制器,它具备知识自动获取、并行分布存储及快速模糊推理决策的能力,给出了一种在线学习算法。用于一类典型的电液伺服系统的控制,获得了满意的效果。神经模糊混合技术对于电液伺服控制的发展与要求(如更复杂系统及其高性能控制)具有重要价值。

关键词: 电液伺服控制, 模糊逻辑, 神经网络

Abstract: The problem of electro-hydraulic servo control based on neuro-fuzzy hybrid technique is studied. Integrated advantages of neural network and fuzzy logic technique, a neuro-fuzzy controller is proposed. It has abilities of automatical knowledge acquisition, distributed information storage and quick reasoning and decision-making. An on-line learning algorithm is also given. The controller is adopted in a typical electro-hydraulic servo system, satisfactory effects are obtained. Neuro-fuzzy hybrid technique has important value for development and demands (more complex systems and high performance control) of electro-hydraulic servo control.

Key words: Electro-hydraulic servo control, Fuzzy logic, Neural network

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