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Bilevel optimization applied to strategic pricing in competitive electricity markets

机译:双水平优化应用于竞争性电力市场中的战略定价

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In this paper, we present a bilevel programming formulation for the problem of strategic bidding under uncertainty in a wholesale energy market (WEM), where the economic remuneration of each generator depends on the ability of its own management to submit price and quantity bids. The leader of the bilevel problem consists of one among a group of competing generators and the follower is the electric system operator. The capability of the agent represented by the leader to affect the market price is considered by the model. We propose two solution approaches for this non-convex problem. The first one is a heuristic procedure whose efficiency is confirmed through comparisons with the optimal solutions for some instances of the problem. These optimal solutions are obtained by the second approach proposed, which consists of a mixed integer reformulation of the bilevel model. The heuristic proposed is also compared to standard solvers for nonlinearly constrained optimization problems. The application of the procedures is illustrated in case studies with configurations derived from the Brazilian power system.
机译:在本文中,我们针对批发能源市场(WEM)中不确定性下的战略竞标问题提出了一种双层规划公式,其中每个发电商的经济报酬取决于其自身管理层提交价格和数量竞标的能力。双级问题的领导者是一群竞争的发电机中的一个,而跟随者是电气系统运营商。模型考虑了由领导者代表的代理人影响市场价格的能力。针对此非凸问题,我们提出了两种解决方案。第一个是启发式程序,其效率是通过与某些问题实例的最佳解决方案进行比较来确认的。这些最佳解决方案是通过提出的第二种方法获得的,该方法由双层模型的混合整数重新构成组成。所提出的启发式方法也与标准求解器进行了比较,以解决非线性约束的优化问题。在案例研究中以从巴西电力系统派生的配置说明了该程序的应用。

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