Research Article | OPEN ACCESS
The Multi-stage Environment Economic Dispatch of Power System under Conditional Risk Constraints
1Liu Chenggui, 1, 2Tong Xiaojiao, 1Liu Yajuan and 1Yin Kun
1College of Electrical and Information Engineering, Changsha University of Science and
Technology, Changsha, 410004, China
2Hunan First Normal University, Changsha 410205, China
Research Journal of Applied Sciences, Engineering and Technology 2014 20:4349-4354
Received: January 07, 2014 | Accepted: January 24, 2014 | Published: May 20, 2014
Abstract
In this study we adopt three-stage dispatch method to solve the electrical power systems Economic Dispatch (ED) problem. Due to the new uncertainties in large-scale wind power integration, Conditional Value-at-Rist (CVaR) was introduced to described the safe and stable operation of the power system. Minimizing both the fuel cost and emission of atmospheric pollutants of thermal generators and load shedding cost were considered as objective functions, construct a considering risk constraints three-stage dispatch model of power systems. When computing, we incorporated the risk constraints into the objective function by penalty to get the optimization model in this study and the smoothing function method is used to make the optimization model have a continuous features, last the sample average method is used to calculate. Showing the advantage of this method in this study by calculating and analysis a 30 node illustrative system, besides, the last conclude demonstrates that the model proposed is feasibility.
Keywords:
Conditional Value-at-Rist (CVaR), economic dispatch, multi-stage, penalty function, smoothing function,
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PMCid:PMC2942820
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Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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