日前能源市场下抽水蓄能的最优双级调度

Yunan Chen, Yuang Feng, Shaorong Wang
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引用次数: 0

摘要

储能作为一种特殊的市场主体,在电力市场中与发电机、负荷等其他市场主体相比具有不同的特点。本文建立了一个双层调度模型,上层模型以抽水蓄能发电的利润最大化为目标,下层模型以市场出清过程为目标。我们使用KKT条件将双层模型转换为单层模型。然后用强对偶条件对目标函数进行线性化,用大M方法对KKT条件方程进行线性化。将原来的两层模型转化为单层混合整数线性问题,可以用CPLEX等商用求解器求解。研究结果表明,小水电公司在充电和放电均以当地边际价格投标时,可获得最大的利润。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal bilevel scheduling of pumped hydro storage in day-ahead energy market
Energy storage as a special market player has different characteristics compared with other market players like generators and load in the electricity market. In this paper, we built a bilevel scheduling model, the upper-level model aims for maximum profit of pumped hydro storage (PHS) and the lower-level model is the market clearing process. We use the KKT conditions to transform the bilevel model into a single-level model. Then, the objective function is linearized by the strong duality condition, and the equations of the KKT conditions are linearized by the big M method. The original bilevel model is finally transformed into a single-level mixed integer linear problem and can be solved by commercial solver such as CPLEX. The results show that the PHS would get the maximum profit when it bids at the locational marginal price (LMP) for both charging and discharging.
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