Optimal Scheduling of Grid-side Flexibility Resources and Auxiliary Service Cost Allocation Model Considering New Energy Penetration

IF 2.9 4区 环境科学与生态学 Q3 ENERGY & FUELS
Clean Energy Pub Date : 2024-05-22 DOI:10.1093/ce/zkae039
Bin Bai, Yanli Xiao, Rui Zhao, Xinrui Ju, Shangke Liu
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Abstract

Renewable energy has penetrated power grid enterprises on a large scale. Due to the intermittency and volatility of renewable energy generation, it is necessary to build new flexible grid-side resources to ensure the safe and stable operation of the power grid, which will cause great pressure on cost allocation for power grid enterprises. This article considers four types of flexible grid-side resources and constructs a dual-level configuration optimization model for flexible grid-side resources under the penetration of renewable energy. Based on the configuration results, the cost scale of flexible grid-side resources is estimated, and an improved ancillary service cost allocation model based on the Shapley value method is proposed to smooth the allocation of ancillary service costs in the cost of flexible grid-side resources between the two main bodies of renewable energy and load. The calculation results show that when the penetration rate of renewable energy power is 30% and 35%, respectively, the cost of flexible grid-side resources is 9.606 billion yuan and 21.518 billion yuan, respectively. The proportion of ancillary service costs allocated to load is relatively high, about five times that of the ancillary service costs allocated to renewable energy, and the higher the penetration rate of renewable energy, the higher the proportion of ancillary service costs allocated to renewable energy.
考虑新能源渗透的电网侧灵活性资源优化调度和辅助服务成本分配模型
可再生能源已大规模渗透电网企业。由于可再生能源发电的间歇性和波动性,需要建设新的柔性网侧资源来保障电网的安全稳定运行,这将给电网企业带来巨大的成本分配压力。本文考虑了四种类型的柔性网侧资源,构建了可再生能源渗透下的柔性网侧资源双级配置优化模型。基于配置结果,估算了柔性网侧资源的成本规模,并提出了基于 Shapley 值法的改进辅助服务成本分配模型,以平滑柔性网侧资源成本中辅助服务成本在可再生能源和负荷两大主体之间的分配。计算结果表明,当可再生能源电力渗透率分别为 30% 和 35% 时,柔性电网侧资源成本分别为 96.06 亿元和 215.18 亿元。分配给负荷的辅助服务成本比例相对较高,约为分配给可再生能源的辅助服务成本的 5 倍,且可再生能源渗透率越高,分配给可再生能源的辅助服务成本比例越高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Clean Energy
Clean Energy Environmental Science-Management, Monitoring, Policy and Law
CiteScore
4.00
自引率
13.00%
发文量
55
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