State and disturbance observers-based polynomial fuzzy controller

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• 作者：Hugang Han ; ^a ; ^{hhan@pu-hiroshima.ac.jp} ; Jiaying Chen^a ; Hamid Reza Karimi^b ; ^{hamidreza.karimi@polimi.it}
• 关键词：Polynomial fuzzy model ; State observer ; Disturbance observer ; SOS ; Observer-based controller
• 刊名：Information Sciences
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：382-383
• 期：Complete
• 页码：38-59
• 全文大小：2012 K
• 卷排序：382

文摘

It is important to account for the gap between the dynamics of a plant to be controlled and its mathematical model to improve the control performance. Hence, a controller is designed based on this. In this study, the gap is termed as a lumped disturbance, and is considered with respect to the polynomial fuzzy model that is more effective to represent the plant dynamics. More specifically, a design of state observer is first proposed under the existence of the lumped disturbance, and this is then followed by the proposal of a disturbance observer to estimate the lumped disturbance for further use in the controller design. Finally, a controller is developed for the case in which the control state as well as the lumped disturbance are unavailable. Additionally, computer simulations are provided to illustrate the effectiveness of the proposed approach.