Electricity market model with starting-up, shutting-down and commitment variables

A. Delgadillo, J. Reneses, J. Barquín
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Abstract

This paper presents a perfect competition model of an electricity market that takes into account the starting-up, shutting-down and commitment variables. These variable are modeled through binary variables. The use of binary decision variables makes the cost functions discontinuous and dual variables questionable as equilibrium prices. If the market prices were set to the value of the dual variables, some units could have operational losses; and these units would rather not to enter in the market. In order to solve this problem, this paper proposes a methodology that find the market solution using a cost minimization problem. The cost-minimization problem is first solved taking into account the integratility of the binary variables, and then it is solved relaxing the binary variables. A third optimization problem is used to eliminate the differences between both solutions. This methodology can be seen as a stylized representation of sequential markets. Finally, the proposed methodology is validated through a numerical example.
具有启动、关闭和承诺变量的电力市场模型
本文提出了一个考虑电力市场启动、关闭和承诺变量的完全竞争模型。这些变量通过二元变量建模。二元决策变量的使用使得成本函数不连续,对偶变量作为均衡价格存在问题。如果市场价格设定为这两个变量的值,一些单位可能会出现经营亏损;这些单位宁愿不进入市场。为了解决这一问题,本文提出了一种利用成本最小化问题寻找市场解决方案的方法。首先在考虑二元变量完整性的情况下求解成本最小化问题,然后在不考虑二元变量的情况下求解成本最小化问题。第三个优化问题用于消除两个解决方案之间的差异。这种方法可以看作是顺序市场的程式化表示。最后,通过一个数值算例对所提方法进行了验证。
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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