期刊論文
學年 | 104 |
---|---|
學期 | 1 |
出版(發表)日期 | 2015-09-01 |
作品名稱 | Intelligent Switching Adaptive control for Uncertain Nonlinear Dynamical Systems |
作品名稱(其他語言) | |
著者 | I.H. Li; L.W. Lee; H.H. Chiang |
單位 | |
出版者 | |
著錄名稱、卷期、頁數 | Applied Soft Computing 34, p.638-654 |
摘要 | In this paper, we aim at proposing a switching adaptive control scheme using a Hopfield-based dynamic neural network (SACHNN) for nonlinear systems with external disturbances. In our proposed scheme, an auxiliary direct adaptive controller (DAC) ensures the system stability when the indirect adaptive controller (IAC) is failed; that is, approaches to zero, where is the denominator of an indirect adaptive control law. The IAC's limitation of then can be solved by simply switching the IAC to the DAC, where ɛ is a positive desired value. The Hopfield dynamic neural network (HDNN) is used to not only design DAC but also approximate the unknown plant nonlinearities in IAC design. The designed simple structure of HDNN keeps the tracking performance well and also makes the practical implementation much easier because of the use of less and fixed number of neurons. |
關鍵字 | Hopfield dynamic neural network;Adaptive control;Switching control |
語言 | en |
ISSN | |
期刊性質 | 國內 |
收錄於 | SCI |
產學合作 | |
通訊作者 | |
審稿制度 | 是 |
國別 | BES |
公開徵稿 | |
出版型式 | ,電子版 |
相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/115969 ) |