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Model Predictive Control for Load Frequency Control with Wind Turbines
Joint Authors
Zhang, Yi
Liu, Xiangjie
Yan, Yujia
Source
Journal of Control Science and Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-08
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Electronic engineering
Information Technology and Computer Science
Abstract EN
Reliable load frequency (LFC) control is crucial to the operation and design of modern electric power systems.
Considering the LFC problem of a four-area interconnected power system with wind turbines, this paper presents a distributed model predictive control (DMPC) based on coordination scheme.
The proposed algorithm solves a series of local optimization problems to minimize a performance objective for each control area.
The scheme incorporates the two critical nonlinear constraints, for example, the generation rate constraint (GRC) and the valve limit, into convex optimization problems.
Furthermore, the algorithm reduces the impact on the randomness and intermittence of wind turbine effectively.
A performance comparison between the proposed controller with and that without the participation of the wind turbines is carried out.
Good performance is obtained in the presence of power system nonlinearities due to the governors and turbines constraints and load change disturbances.
American Psychological Association (APA)
Zhang, Yi& Liu, Xiangjie& Yan, Yujia. 2015. Model Predictive Control for Load Frequency Control with Wind Turbines. Journal of Control Science and Engineering،Vol. 2015, no. 2015, pp.1-17.
https://search.emarefa.net/detail/BIM-1067761
Modern Language Association (MLA)
Zhang, Yi…[et al.]. Model Predictive Control for Load Frequency Control with Wind Turbines. Journal of Control Science and Engineering No. 2015 (2015), pp.1-17.
https://search.emarefa.net/detail/BIM-1067761
American Medical Association (AMA)
Zhang, Yi& Liu, Xiangjie& Yan, Yujia. Model Predictive Control for Load Frequency Control with Wind Turbines. Journal of Control Science and Engineering. 2015. Vol. 2015, no. 2015, pp.1-17.
https://search.emarefa.net/detail/BIM-1067761
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1067761