Switching Grey Prediction Fuzzy Control for Electro-hydraulic Proportional Pressure Control System

被引:0
|
作者
Song, Weike [1 ]
Xiao, Juliang [1 ]
Wang, Guodong [1 ]
机构
[1] Tianjin Univ, Sch Mech Engn, Tianjin 300072, Peoples R China
关键词
Electro-hydraulic proportional pressure reducing valve; Switching grey prediction fuzzy control; Equal-dimensional new information prediction;
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
According to the characteristics of electrohydraulic proportional pressure control system, such as, nonlinear, uncertainty dynamic, and so on, a switching grey prediction fuzzy control algorithm is proposed. An equal-dimensional new information grey prediction model is formulated based on metabolic principle. The forecasting concept is extended to future and past forecast. Integrated grey prediction and fuzzy controller, a switching grey prediction fuzzy control algorithm is proposed to control pressure for electrohydraulic proportional pressure control system. The algorithm doesn't need transcendental information for the model structure of the object controlled. Based on few data and poor information, with the characteristics of on-line self-adaptation and small calculation, it satisfies real-time control requirements. By means of comparing the simulations and experiments among switching grey prediction fuzzy control, PID control and simple fuzzy control, the results show that switching grey prediction fuzzy control reduces response time without increasing overshoot efficiently, and it improves control effect too.
引用
收藏
页码:850 / 854
页数:5
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