引用本文: | 王耀南.一种基于模糊逻辑神经网络的自适应控制及其应用[J].控制理论与应用,1995,12(4):437~444.[点击复制] |
WANG Yaonan.An Adaptive Control Using Fuzzy Logic Neural Network and Its Application[J].Control Theory and Technology,1995,12(4):437~444.[点击复制] |
|
一种基于模糊逻辑神经网络的自适应控制及其应用 |
An Adaptive Control Using Fuzzy Logic Neural Network and Its Application |
摘要点击 1132 全文点击 454 投稿时间:1994-06-07 修订日期:1994-11-19 |
查看全文 查看/发表评论 下载PDF阅读器 |
DOI编号 |
1995,12(4):437-444 |
中文关键词 模糊逻辑 神经网络 自适应控制 伺服控制 |
英文关键词 fuzzy logic neural network adaptive control servo control |
基金项目 |
|
中文摘要 |
本文提出了一种模糊逻辑神经网络自适应控制器。这种控制器由一个模糊高斯神经网络和一个多层神经网络组成。它具有自适应和学习能力。计算机仿真和实际的伺服直流电机调速实验的结果表明本文提出的这种控制器是切实可行的,其系统响应和鲁棒性优于常规的Fuzzy控制。 |
英文摘要 |
This paper presents an adaptive neural fuzzy intelligent control scheme. The proposed neural fuzzy adaptive control consists of the fuzzy Gaussion neural network and model neural network, and has two important characteristics of adaptation and learning. The effectiveness of the proposed scheme will be demonstrated by computer simulations and the practical application in the servo motor control. |