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A Novel Two-Stage Unit Commitment Model Incorporating Demand Response for the Integration of Wind Power

机译:结合需求响应的风电集成两阶段机组组合模型

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Installed wind power capacity keeps rapid increase, but wind power curtailment is becoming increasingly serious. Demand response is a good choice to promote the integration of wind power. This paper builds a two-stage unit commitment model incorporating demand response with the aim of promoting wind energy utilization. Firstly, a price determination model is proposed to find the optimal time-of-use price level to trigger price-based demand response. Secondly, a novel unit commitment model considering incentive-based demand response is established to make the best schedule of both supply side and demand side resources. Then, a numerical study is carried out based on the IEEE 30 bus system, which verifies the effectiveness of the proposed two-stage model. Results show that the model can help to get the lowest cost and emission for power systems. Besides, more wind power can be utilized by virtue of the two sorts of demand response.
机译:风力发电装机容量保持快速增长,但风力发电的削减日益严重。需求响应是促进风电整合的好选择。本文建立了一个包含需求响应的两阶段单位承诺模型,旨在促进风能利用。首先,提出了一种价格确定模型,以找到最佳的使用时间价格水平,以触发基于价格的需求响应。其次,建立了一种基于激励的需求响应的新型单位承诺模型,以制定供应方和需求方资源的最佳计划。然后,基于IEEE 30总线系统进行了数值研究,验证了所提出的两阶段模型的有效性。结果表明,该模型可以帮助获得电力系统的最低成本和最低排放。此外,借助于两种需求响应,可以利用更多的风力。

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