能源批发市场中分销公司的战略行为:一个基于风险的随机双水平模型

S. Bahramara, P. Sheikhahmadi, M. Damavandi, M. Shafie‐khah, G. Osório, J. Catalão
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引用次数: 3

摘要

在主动配电网(ADNs)中,除了与批发市场交易电力外,配电公司(Disco)还可以与微电网(mg)进行电力交易。因此,迪斯科的操作灵活性得到了提高,因此它可以在电力市场上扮演价格制定者的角色。为了模拟Disco的行为,提出了一种双层优化方法,将Disco问题建模为上层问题,而将mg问题与日前市场出清程序建模为下层问题。考虑到绿色能源整合和负荷的随机性能,Disco分析被表示为两阶段随机问题,其中Disco风险规避考虑条件风险值工具进行编程。通过KKT条件和对偶理论,将后续的非线性双能级方法转化为线性单能级方法。为了验证该方法的有效性,采用了一个24总线电源系统。结论是适时得出的。
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Strategic Behavior of a Distribution Company in the Wholesale Energy Market: A Risk-Based Stochastic Bi-Level Model
In active distribution grids (ADNs), a distribution corporation (Disco) can trade electricity with micro-grids (MGs) besides trading electricity with wholesale markets. Therefore, the operational flexibility of the Disco is increased so that it can play as a price-maker agent in electricity markets. To model the actions of Disco, a bi-level optimization method is developed where Disco problem is modeled at the upper-level problem, whereas the MGs problem together with the day-ahead market clearing procedure are modeled as the lower-level problems. To take the stochastic performance of green energy integration and loads into account, the Disco analysis is shown as two-stage stochastic problem, in which the Disco risk aversion is programmed considering the conditional value-at-risk tool. The subsequent non-linear bi-level approach is converted into a linear single-level approach through Karush-Kuhn-Tucker (KKT) conditions and dual theory. To validate the success of the proposed method, a 24-bus power system is used. Conclusions are duly drawn.
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