Application of Cost-CVaR model in determining optimal spinning reserve for wind power penetrated system

被引:27
作者
Wu, Junli [1 ]
Zhang, Buhan [1 ]
Deng, Weisi [1 ]
Zhang, Kaimin [1 ]
机构
[1] Huazhong Univ Sci & Technol, State Key Lab Adv Electromagnet Engn & Technol, Wuhan 430074, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
Wind power; Spinning reserve; Cost-CVaR model; Risk management tool; Tradeoff; REQUIREMENTS;
D O I
10.1016/j.ijepes.2014.10.051
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Spinning reserve (SR) is an important resource for system operators (SO) to cope with unpredictable imbalances between load and generation, which is caused by load forecast errors and unexpected deviations of wind power. The increased installed capacity of wind power adds the difficulty to predict total amount of injected power accurately and increase risk of load loss and wind curtailment. In view of large wind power penetrated in system, the paper proposes a Cost-CVaR model to determine optimal reserve requirements in electricity market. CVaR is applied to evaluate the risk caused by the uncertainties of load and wind power forecast. Risk management tool is proposed to make a reasonable tradeoff between risks and profits at various risk levels. The model is tested on a regional grid in China. Then the proposed method is compared with probabilistic and deterministic method. The results demonstrate the usefulness and efficiency of the proposed method. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:110 / 115
页数:6
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