文献类型：会议论文

英文题名：Research and application of predictive control algorithm based on fuzzy model

作者：Yuan, Li[1];Sen, Cong[1];Wen, Tong Shi[1];Jun, Fang Jian[1]

通讯作者：Yuan, L[1]

机构：[1]Beijing Union Univ, Automat Coll, Beijing, Peoples R China

第一机构：北京联合大学城市轨道交通与物流学院

通讯机构：[1]corresponding author), Beijing Union Univ, Automat Coll, Beijing, Peoples R China.|[1141751]北京联合大学城市轨道交通与物流学院;[11417]北京联合大学;

会议论文集：International conference on Advanced Mechatronic systems

会议日期：AUG 22-24, 2015

会议地点：Beijing, PEOPLES R CHINA

语种：英文

外文关键词：predictive control; fuzzy modeling; AC800F controller; three-water tank

摘要：In this paper, predictive control algorithm is described in detail and the ANFIS(Adaptive neuro fuzzy inference system) is introduced. The fuzzy model is built by ANFIS. Fuzzy model and predictive control is combined to form a predictive control based on fuzzy model which is used to complex system with time delay. For example, as system of three water tanks. First, using matlab software, we established the model of three-water tank with ANFIS, and verified it by the prior data. Simulation shows that the model is effective. Then we design the actual control system of three -water tank in which AC800F is controller. Predictive control based on fuzzy model is programmed with Function Block language. It is also demonstrated that, by comparing the operation results of the PID with predictive control based on fuzzy model, the control method introduced in the paper is practical and effective, has great value in practical application.