A Multi-timescale Scheduling Strategy for Residential Integrated Energy System

IF 4.6 Q1 OPTICS Journal of Physics-Photonics Pub Date : 2023-11-01 DOI:10.1088/1742-6596/2636/1/012010
Yang Gao, Siyue Lu, Longfei Ma, Jiani Zeng, Yutong Zhao, Baoqun Zhang, Hui Xu, Xiangyan Yang, Shaobin Yang
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Abstract

Abstract In recent years, multi-energy complementation has been deepening, and the application rate of new energy sources has been increasing. A multi-timescale optimal scheduling strategy is proposed to mobilize the energy flexibility of residential integrated energy systems (RIES) and to reduce the negative impact of source-load forecast uncertainty on the scheduling plan. Firstly, for the energy supply structure of RIES, the operation constraint model of each energy hub equipment is established. Then, the optimal scheduling is divided into three stages: day-ahead planning, intra-day planning, and real-time planning, each of which will consider the volatility of source-load prediction and determine the operation status of the equipment according to its importance level. The experimental results show that the proposed multi-timescale scheduling strategy can ensure the economy while minimizing the deviation of the main grid power purchase in the real-time and day-ahead phases, providing a basis for the development of new energy capacity in the grid to grow to higher penetration rates.
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住宅综合能源系统的多时间尺度调度策略
近年来,多能源互补不断深化,新能源的应用率不断提高。为了调动住宅综合能源系统的能源灵活性,减少源负荷预测不确定性对调度计划的负面影响,提出了一种多时间尺度的优化调度策略。首先,针对RIES的能源供应结构,建立了各能源枢纽设备的运行约束模型;然后,将最优调度分为日前规划、日内规划和实时规划三个阶段,每个阶段都将考虑源负荷预测的波动性,根据其重要程度确定设备的运行状态。实验结果表明,所提出的多时间尺度调度策略在保证经济性的同时,最大限度地减小了实时和日前阶段主网购电的偏差,为电网中新能源容量向更高渗透率发展提供了基础。
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CiteScore
10.70
自引率
0.00%
发文量
27
审稿时长
12 weeks
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