Practical Robust Optimization Method for Unit Commitment of a System with Integrated Wind Resource
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-02-16
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Unit commitment, one of the significant tasks in power system operations, faces new challenges as the system uncertainty increases dramatically due to the integration of time-varying resources, such as wind.
To address these challenges, we propose the formulation and solution of a generalized unit commitment problem for a system with integrated wind resources.
Given the prespecified interval information acquired from real central wind forecasting system for uncertainty representation of nodal wind injections with their correlation information, the proposed unit commitment problem solution is computationally tractable and robust against all uncertain wind power injection realizations.
We provide a solution approach to tackle this problem with complex mathematical basics and illustrate the capabilities of the proposed mixed integer solution approach on the large-scale power system of the Northwest China Grid.
The numerical results demonstrate that the approach is realistic and not overly conservative in terms of the resulting dispatch cost outcomes.
American Psychological Association (APA)
Yang, Yuanchao. 2017. Practical Robust Optimization Method for Unit Commitment of a System with Integrated Wind Resource. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1190659
Modern Language Association (MLA)
Yang, Yuanchao. Practical Robust Optimization Method for Unit Commitment of a System with Integrated Wind Resource. Mathematical Problems in Engineering No. 2017 (2017), pp.1-13.
https://search.emarefa.net/detail/BIM-1190659
American Medical Association (AMA)
Yang, Yuanchao. Practical Robust Optimization Method for Unit Commitment of a System with Integrated Wind Resource. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1190659
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1190659