State and disturbance observers-based polynomial fuzzy controller
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 polyno...
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Chen, Jiaying Karimi, Hamid Reza Han, Hugang |
| Author_xml | – sequence: 1 givenname: Hugang surname: Han fullname: Han, Hugang email: hhan@pu-hiroshima.ac.jp organization: Department of Management and Information System, Prefectural University of Hiroshima, Hiroshima 734-8558, Japan – sequence: 2 givenname: Jiaying surname: Chen fullname: Chen, Jiaying organization: Department of Management and Information System, Prefectural University of Hiroshima, Hiroshima 734-8558, Japan – sequence: 3 givenname: Hamid Reza surname: Karimi fullname: Karimi, Hamid Reza email: hamidreza.karimi@polimi.it organization: Department of Mechanical Engineering, Politecnico di Milano, 20156 Milan, Italy |
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| Keywords | Disturbance observer Polynomial fuzzy model State observer Observer-based controller SOS |
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