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Feedback-Assisted Iterative Learning Model Predictive Control with Nonlinear Fuzzy Model
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-12
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Iterative learning control (ILC), due to its advantage of requiring less system knowledge, can serve as a feedforward signal in system control.
ILC can be combined with model predictive control (MPC) to constitute a feedforward-feedback configuration.
In this scheme, ILC provides most of the control signal and copes with the repetitive disturbances.
MPC provides the supplementary control for regulation purpose and also for nonrepeating disturbance rejection.
Considering the nonlinear industrial process, this paper establishes the plant nonlinear fuzzy model to constitute the fuzzy model-based feedback-assisted ILC.
The integrated control strategy can achieve wide-range operation and good tracking performance.
The performance of the feedback-assisted ILC is illustrated by a steam-boiler system.
American Psychological Association (APA)
Liu, Xiangjie& Xi, Ke. 2014. Feedback-Assisted Iterative Learning Model Predictive Control with Nonlinear Fuzzy Model. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-505313
Modern Language Association (MLA)
Liu, Xiangjie& Xi, Ke. Feedback-Assisted Iterative Learning Model Predictive Control with Nonlinear Fuzzy Model. Mathematical Problems in Engineering No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-505313
American Medical Association (AMA)
Liu, Xiangjie& Xi, Ke. Feedback-Assisted Iterative Learning Model Predictive Control with Nonlinear Fuzzy Model. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-505313
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-505313