Wind Power Bidding Strategy Based on the Minimax Regret Criterion with Limited Distribution InformationReport as inadecuate




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In optimal wind bidding strategy related literatures, it is usually assumed that the full distribution information for example, the cumulative distribution function or the probability density function of wind power output is known. In real world applications, however, only very limited distribution information can be obtained. Therefore, the -optimal bidding strategy- obtained based on the hypothetical distribution may be far away from the true optimal one. In this paper, an optimal bidding strategy is obtained based on the minimax regret criterion. The salient feature of the new approach is that it requires only partial information of wind power distribution, for example, the expectation and the support set. Numerical test is then performed and the results suggest that the method established in this paper is effective.

KEYWORDS

Bidding Strategy; Expected Profit; Partial Distribution Information; Minimax Regret Criterion; Imbalance Cost

Cite this paper

Mao, Y. , Tian, J. and Zhai, Q. 2014 Wind Power Bidding Strategy Based on the Minimax Regret Criterion with Limited Distribution Information. Journal of Power and Energy Engineering, 2, 169-175. doi: 10.4236-jpee.2014.24024.





Author: Yashan Mao*, Jianfang Tian, Qiaozhu Zhai

Source: http://www.scirp.org/



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