考虑碳排放流与需求响应的电力系统两阶段优化调度
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TM721

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国家自然科学基金资助项目(52077078);中国南方电网有限责任公司科技项目(036000KK52220004)


Two-stage optimal dispatch of power system considering carbon emission flow and demand response
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China Southern Power Grid Company Limited 036000KK52220004(GDKJXM20220147),National Natural Science Foundation of China (52077078)

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    摘要:

    风电接入从发电侧降低了电力系统碳排放,而引入需求响应消纳弃风为负荷侧降碳提供了新思路。文中综合考虑风电和需求响应,基于电力系统碳排放流理论提出日前、日内两阶段电网低碳优化调度方法。首先,分析电力系统碳排放流理论,建立负荷侧的节点碳势模型;其次,将柔性负荷分为可转移负荷和可削减负荷,基于负荷节点碳势模型设计调用这两类负荷降碳的响应机制;然后,建立考虑低碳性和经济性的源荷协调日前优化调度模型,基于模型预测控制求解日前优化调度模型,并通过反馈校正调整日内调度结果。最后,分别通过改进PJM-5节点和IEEE 300系统进行仿真验证,证明了文中所提优化调度方法能有效促进柔性负荷消纳风电,减少弃风,同时实现负荷侧降碳。

    Abstract:

    The access of wind power reduces the carbon emissions of the power system from the generation side,and the introduction of demand response to eliminate wind abandonment provides a new idea for carbon reduction from the load side. Considering wind power and demand response comprehensively,based on the theory of carbon emission flow of power system,a day-ahead and day-in two-stage low carbon optimal dispatching method for power grid is proposed. Firstly,the carbon emission flow theory of power system is analyzed,and the node carbon potential model of load side is established. Then,the flexible load is divided into two types,transferable load and reducible load. Based on the carbon potential model of load nodes,the response mechanism of calling these two types of loads to reduce carbon is designed. On this basis,the source load coordination day-ahead optimal scheduling model considering low-carbon and economic is established. Based on model predictive control,the day-ahead optimal scheduling model is solved,and the day-ahead scheduling results are changed through feedback correction. Finally,the simulation results of the improved PJM-5 node system and IEEE 300-node system show that the proposed optimal scheduling method can effectively promote the flexible load to absorb wind power,and reduce wind abandonment,and achieve the goal of load side carbon reduction.

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蔡新雷,董锴,崔艳林,林旭,夏雨星,余洋.考虑碳排放流与需求响应的电力系统两阶段优化调度[J].电力工程技术,2024,43(5):81-90

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  • 收稿日期:2024-03-17
  • 最后修改日期:2024-05-26
  • 录用日期:2023-06-15
  • 在线发布日期: 2024-09-23
  • 出版日期: 2024-09-28
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