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个人信息Personal Information
教授
硕士生导师
性别：男
毕业院校：哈尔滨工业大学
学位：博士
所在单位：控制科学与工程学院
办公地点：大连理工大学海山楼B613
联系方式：大连理工大学海山楼B613
电子邮箱：wanghw@dlut.edu.cn
基于模糊ARMAX模型的模糊建模
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论文类型：期刊论文
发表时间：2022-06-28
发表刊物：控制理论与应用
所属单位：电子信息与电气工程学部
期号：1
页面范围：85-88
ISSN号：1000-8152
摘要：The MGS (modified Gram-Schmidt) algorithm is proposed to construct the fuzzy ARMAX model. An integrated algorithm for structure identification and parameter identification of fuzzy model is given based on MGS algorithm. The result from GK fuzzy clustering is transformed to confirm the important rules and to remove the less important rules by means of MGS transformation. The parameters of fuzzy model are estimated via the proposed method; and the structure and parameters of fuzzy model are optimized. Simulation results show that the fuzzy ARMAX model of non-linear system can be built by the proposed algorithm.
备注：新增回溯数据