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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Bibliographic Details
Published in:Information sciences Vol. 382-383; pp. 38 - 59
Main Authors: Han, Hugang, Chen, Jiaying, Karimi, Hamid Reza
Format: Journal Article
Language:English
Published: Elsevier Inc 01.03.2017
Subjects:
Controllers
Disturbance observer
Disturbances
Dynamic tests
Dynamics
Fuzzy
Mathematical models
Observer-based controller
Polynomial fuzzy model
Polynomials
SOS
State observer
State observers
Disturbance observer
Polynomial fuzzy model
State observer
Observer-based controller
SOS
ISSN:0020-0255, 1872-6291
Online Access:Get full text
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Summary: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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ISSN:0020-0255
1872-6291
DOI:10.1016/j.ins.2016.12.006