赵龙, 李文升, 曹永吉, 张恒旭, 米元泽, 袁振华. 计及源荷匹配特性的新能源可信容量评估方法[J]. 现代电力, 2023, 40(5): 687-695. DOI: 10.19725/j.cnki.1007-2322.2022.0047
引用本文: 赵龙, 李文升, 曹永吉, 张恒旭, 米元泽, 袁振华. 计及源荷匹配特性的新能源可信容量评估方法[J]. 现代电力, 2023, 40(5): 687-695. DOI: 10.19725/j.cnki.1007-2322.2022.0047
ZHAO Long, LI Wensheng, CAO Yongji, ZHANG Hengxu, MI Yuanze, YUAN Zhenhua. Renewable Energy Credible Capacity Assessment Method Considering Source-load Matching Characteristics[J]. Modern Electric Power, 2023, 40(5): 687-695. DOI: 10.19725/j.cnki.1007-2322.2022.0047
Citation: ZHAO Long, LI Wensheng, CAO Yongji, ZHANG Hengxu, MI Yuanze, YUAN Zhenhua. Renewable Energy Credible Capacity Assessment Method Considering Source-load Matching Characteristics[J]. Modern Electric Power, 2023, 40(5): 687-695. DOI: 10.19725/j.cnki.1007-2322.2022.0047

计及源荷匹配特性的新能源可信容量评估方法

Renewable Energy Credible Capacity Assessment Method Considering Source-load Matching Characteristics

  • 摘要: 可信容量是衡量新能源对电力系统发电容量贡献效益的重要指标,对于含新能源系统的规划和调控极为重要。考虑到同一地区新能源出力和负荷存在一定相关性,提出一种计及源荷匹配特性的新能源可信容量评估方法。基于核密度估计求得新能源出力概率模型,采用Copula函数分季节场景描述新能源出力与负荷需求之间的相关关系,建立新能源总出力概率模型,继而构建源荷联合概率密度分布模型。生成计及源荷相关性的出力场景,基于等可靠性指标和可信容量表征指标进行可信容量评估。最后,通过某地区实际算例分析,验证了所提方法的有效性。

     

    Abstract: The credible capacity is an important index to measure the contribution of renewable energy to the generation capacity of the power grid and is extremely important to the planning and regulation of power grid containing new energy system. Considering the fact that there exists a certain correlation between the new energy output and load in the same region, a method to assess credible capacity of new energy, in which the source-load matching characteristics was taken into account, was proposed. Based on the kernel density estimation the new energy output probability model was acquired, and the Copula function was used to describe the correlation between renewable energy and load in seasonal scenarios, and a source-load joint probability density distribution model was constructed to generate source-load correlation output scenarios. Based on reliability index and credible capacity characteristic index the assessment on credible capacity was performed. Finally, the effectiveness of the proposed method is verified by the analysis on practical example of a certain region.

     

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