|
个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：Deputy Director, Department of Civil Engineering, Dalian University of Technology
其他任职：APEC Energy Working Group Member, Member of APEC Expert Group on Energy Efficiency and Conservation (EGEE&C)
性别：男
毕业院校：哈尔滨工业大学
学位：博士
所在单位：土木工程系
学科：供热、供燃气、通风及空调工程
办公地点：厚兴楼417房间
联系方式：0411-84707734
电子邮箱：zhaotianyi@dlut.edu.cn
基于多维ANFIS的T-S模糊控制规则聚类获取方法
点击次数：
发表时间：2010-01-01
发表刊物：大连理工大学学报
所属单位：建设工程学部
期号：4
页面范围：580-585
ISSN号：1000-8608
摘要：The combination of T-S fuzzy model and adaptive-network-based fuzzy inference system(ANFIS) is convenient for description of multi-input fuzzy control rules. In order to solve dimension explosion problem of conventional ANFIS structure under large amount of rule antecedent and improve online extraction speed for complex systems, ANFIS network is firstly modified adopting multi-input vector, then a clustering obtainment method of T-S control rules is presented. Simulation work towards inverted pendulum and the second-order delay system is conducted, and comparative results of the presented method and Mamdani-type controller show similar control performances such as maximum overshoot, fluctuation times and transition time. Meanwhile, the presented method has 3 sampling periods shorter rise time and 45 decreased control rules than Mamdani-type controller.
备注：新增回溯数据