Two-stage Robust Optimization Dispatching with Ultra-high Proportion of Electricity-receiving Based on Economic Operation Region Model

Wen Hua, Wei Dong, Bolong Shi, Zhe Chen, Chuangxin Guo
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Abstract

With the acceleration of the process of energy transformation, a large amount of electricity is transmitted across regions through interconnection lines, and some receiving-end grids show the characteristics of high proportion of electricity receiving. The definition of economic operation region is given from the perspective of multiple scenarios. Based on two-stage robust optimization, a modeling method of economic operation region is proposed, and its applicable scenarios are analyzed. The proposed model can be solved by nested column constraint generation algorithm. From the point of view of the flexibility of system operation, the characteristics of power grid operation under ultra high proportion of electricity receiving are analyzed. Case studies on IEEE-39 test system show that the proposed economic operation region can quantitatively and intuitively reflect the impact of renewable energy uncertainty on scheduling and provide guidance for economic operation. By equipping the system with energy storage and implementing price-based demand response, the consumption level of renewable energy can be significantly improved, which can greatly alleviate the problem of insufficient flexibility of power grid with ultra-high proportion of electricity receiving.
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基于经济作用区模型的超高受电比例两阶段鲁棒优化调度
随着能源转型进程的加快,大量电力通过互联线路跨区域传输,部分受电端电网呈现出受电比例高的特点。从多情景的角度给出了经济运行区域的定义。提出了一种基于两阶段鲁棒优化的经济运行区域建模方法,并对其适用场景进行了分析。该模型可通过嵌套列约束生成算法求解。从系统运行灵活性的角度出发,分析了超高受电比例下电网运行的特点。通过对IEEE-39测试系统的实例研究表明,所提出的经济运行区域能够定量、直观地反映可再生能源不确定性对调度的影响,为经济运行提供指导。通过在系统中配置储能,实施基于价格的需求响应,可显著提高可再生能源的消费水平,极大地缓解了电网超高受电比例灵活性不足的问题。
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