Application of CMAC neural network & PID control on the speed control system of diesel engine

被引：0
|
作者：
Guo, Jianghua [1 ]
Liang, Shuhai [1 ]
Chen, Guojun [1 ]
机构：
[1] Naval Univ Engn, Coll Ship & Power, Wuhan 430033, Peoples R China
来源：
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年
关键词：
CMAC; neural network; PID; diesel; speed control;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new intelligent PID control method based on CMAC neural network (CMAC-NN) is put forward in the paper, then its architecture and arithmetic are introduced specially. Compared with traditional PID control, CMAG-PID control has many more merits. The method is applied to the control system of marine diesel speed. It uses the self-study ability of CMAC-NN and regulates the controller parameters online. The simulation results that indicate the CMAG-PID controller has a higher precision and a stronger compatibility, which can obtain satisfying control effect.
引用
收藏
页码：2840 / 2844
页数：5
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