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适于长距离运输的分段吊车模糊控制
引用本文:刘殿通,易建强,谭 民.适于长距离运输的分段吊车模糊控制[J].控制理论与应用,2003,20(6):908-912.
作者姓名:刘殿通  易建强  谭 民
作者单位:中国科学院,自动化研究所,北京,100080
基金项目:教育部留学人员回国启动基金项目.
摘    要:针对长距离吊车运输系统的特征,提出了分段切换因子模糊控制方法.该方法使用两个子模糊控制器分别用于抗摆和定位控制,并运用实值遗传算法选取模糊控制器的分段切换因子.仿真结果表明:该方法保证了定位精度并能有效地抑制超调,在加速阶段、运输阶段和减速阶段能够使载荷摆角最小,并且能够在目标位置进行消摆控制,其性能优于传统二次型最优控制.

关 键 词:吊车    模糊控制    遗传算法    分段控制
文章编号:1000-8152(2003)06-0908-05
收稿时间:4/2/2002 12:00:00 AM
修稿时间:2002年4月2日

Two-stage fuzzy control for long-distance transportation of overhead crane
LIU Dian-tong,YI Jian-qiang and TAN Min.Two-stage fuzzy control for long-distance transportation of overhead crane[J].Control Theory & Applications,2003,20(6):908-912.
Authors:LIU Dian-tong  YI Jian-qiang and TAN Min
Affiliation:Institute of Automation, Chinese Academy of Sciences, Beijing 100080,China;Institute of Automation, Chinese Academy of Sciences, Beijing 100081,China;Institute of Automation, Chinese Academy of Sciences, Beijing 100082,China
Abstract:A GA-based two-stage parameter-switching fuzzy controller was presented for the long-distance transporting performance of overhead crane. In this controller, two fuzzy sub-controllers were respectively built for swing damping and position control. The real-valued GA was used to tune the parameters of the fuzzy sub-controllers in accelerating stage and decelerating stage in order to ensure the positioning precision, the minimum transporting swing angle and the damping of swing angle at the target position. Simulation results demonstrated the effectiveness of this method and its advantage over quadratic optimal control.
Keywords:overhead crane  fuzzy control  genetic algorithm  two-stage control
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