Risk-constrained decision making on optimal allocation of generation capacity in energy and reserve markets for generation companies

Yong Wang, F. Wen
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引用次数: 2

Abstract

In the competitive electricity market environment, generation companies (Gencos) are more flexible to make their production decisions with an objective of gaining more profits. To achieve such an objective with relatively low risk, Gencos can participate in different markets where different returns may be obtained with different degrees of risks. In this paper, we assume that Gencos have options, i.e. selling energy in an energy market, in an operating reserve market or in both. The optimal generation capacity allocation problem is modeled as a risky investment portfolio problem and the well-developed portfolio theory is applied to maximize the Genco' profit with risk associated well taken into account. An optimization model is developed and a solving approach presented. Finally, numerical examples are served for demonstrating the developed model and approach.
能源储备市场下发电企业发电能力优化配置的风险约束决策
在竞争激烈的电力市场环境下,发电公司以获得更多的利润为目标,在生产决策上具有更大的灵活性。为了以较低的风险实现这一目标,发电公司可以参与不同的市场,在不同的风险程度下获得不同的回报。在本文中,我们假设发电公司有选择,即在能源市场、运行储备市场或两者中出售能源。将发电能力最优分配问题建模为一个风险投资组合问题,运用成熟的投资组合理论,在充分考虑风险的情况下实现发电公司利润最大化。建立了优化模型并给出了求解方法。最后,通过数值算例对所建立的模型和方法进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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