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用FCGA优化的四辊冷轧机恒张力模糊控制系统的设计
引用本文:杨秋霞,孙洪胜.用FCGA优化的四辊冷轧机恒张力模糊控制系统的设计[J].燕山大学学报,2005,29(6):497-501.
作者姓名:杨秋霞  孙洪胜
作者单位:1. 燕山大学,电气工程学院,河北,秦皇岛,066004
2. 燕山大学,继续教育学院,河北,秦皇岛,066004
摘    要:为了保证冷轧机轧制中带钢恒张力这一特点,设计了四辊冷轧机恒张力模糊控制系统。该系统含有电压、电流和速度三个内环,最外环为张力环;电压环和电流环采用一维模糊控制器控制,速度环和张力环采用二维模糊控制器控制。为了加强模糊控制的自适应性,采用了一种模糊控制的遗传算法将外张力模糊控制器的隶属参数进行优化。理论分析和仿真结果都表明该系统对带钢恒张力控制具有很强的鲁棒性和实时性,即使在变工况下(大范围变负荷下)也保持了良好的控制性能。

关 键 词:模糊控制  隶属参数  遗传算法  鲁棒性
文章编号:1007-791X(2005)06-0497-05
修稿时间:2004年10月10

Design of four-roller cold rolling mill constant tension fuzzy controller optimized by fuzzy control genetic algorithm
YANG Qiu-xia,SUN Hong-sheng.Design of four-roller cold rolling mill constant tension fuzzy controller optimized by fuzzy control genetic algorithm[J].Journal of Yanshan University,2005,29(6):497-501.
Authors:YANG Qiu-xia  SUN Hong-sheng
Institution:YANG Qiu-xia 1,SUN Hong-sheng 2
Abstract:A constant tension fuzzy control system is designed for four-roller cold rolling mill to ensure that strap steel tension is constant. This system contains inside three loops as voltage loop, current loop and velocity loop, the outside loop is tension one. One-dimension fuzzy controllers are used in the voltage loop and the current loop, two-dimensions fuzzy controllers are used in the velocity loop and the tension loop. The tension fuzzy controller's membership function is optimized by a kind of fuzzy control genetic algorithm in order to enhance adaptability of the tension fuzzy controller. Theoretical analysis and simulation results show that the controlled system has stronger robustness and high-speed for constant tension control, and it has better control efficiency even under bigger vary loads.
Keywords:fuzzy control  membership function  genetic algorithm  robustness
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