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Design and Implementation of Recursive Model Predictive Control for Permanent Magnet Synchronous Motor Drives
Joint Authors
Wu, Xuan
Wang, Hui
Yuan, Xiaofang
Huang, Shoudao
Luo, Derong
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-01
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In order to control the permanent-magnet synchronous motor system (PMSM) with different disturbances and nonlinearity, an improved current control algorithm for the PMSM systems using recursive model predictive control (RMPC) is developed in this paper.
As the conventional MPC has to be computed online, its iterative computational procedure needs long computing time.
To enhance computational speed, a recursive method based on recursive Levenberg-Marquardt algorithm (RLMA) and iterative learning control (ILC) is introduced to solve the learning issue in MPC.
RMPC is able to significantly decrease the computation cost of traditional MPC in the PMSM system.
The effectiveness of the proposed algorithm has been verified by simulation and experimental results.
American Psychological Association (APA)
Wu, Xuan& Wang, Hui& Yuan, Xiaofang& Huang, Shoudao& Luo, Derong. 2015. Design and Implementation of Recursive Model Predictive Control for Permanent Magnet Synchronous Motor Drives. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073828
Modern Language Association (MLA)
Wu, Xuan…[et al.]. Design and Implementation of Recursive Model Predictive Control for Permanent Magnet Synchronous Motor Drives. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073828
American Medical Association (AMA)
Wu, Xuan& Wang, Hui& Yuan, Xiaofang& Huang, Shoudao& Luo, Derong. Design and Implementation of Recursive Model Predictive Control for Permanent Magnet Synchronous Motor Drives. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073828
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073828