Decoupling and dimension reduction method for distribution system security region

IF 1.6 Q4 ENERGY & FUELS IET Energy Systems Integration Pub Date : 2023-06-09 DOI:10.1049/esi2.12105
Jun Xiao, Yuhao Fan, Xun Jiang
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Abstract

The application of the security region methodology in a practical distribution system with large scale normally requires large computer memory and high computation time. To overcome this problem, this article proposes a decoupling and dimension reduction method, which can significantly accelerate the calculation of distribution system security region (DSSR) and is important for the application of the DSSR theory in large-scale distribution systems. First, the definition of DSSR dimension reflecting the size of solution space and the time complexity is proposed. And the solution algorithm for DSSR dimension is also given. Second, a decoupling and dimension reduction method suitable for the analysis of DSSR is proposed. Following the method, an incidence matrix can be obtained from the DSSR expressions, which can be further divided into multiple block matrices. According to the feeder combinations of the block matrices, the distribution system can be decoupled into multiple sub-networks for more efficient analysis. Finally, a 10kV distribution network is used in case study to validate the proposed method. The results for a time-consuming calculation, that is, TSC curve calculation, show that the proposed method can reduce the computation time significantly, making the time-consuming calculation suitable for the analysis of large-scale cases.

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配电系统安全区域的解耦降维方法
安全区域法在大规模实际配电系统中的应用通常需要大量的计算机内存和较高的计算时间。为了克服这一问题,本文提出了一种解耦降维方法,该方法可以显著加快配电系统安全区域(DSSR)的计算,对DSSR理论在大型配电系统中的应用具有重要意义。首先,给出了反映解空间大小和时间复杂度的DSSR维数的定义。并给出了DSSR维数的求解算法。其次,提出了一种适用于DSSR分析的解耦降维方法。根据该方法,可以从DSSR表达式中获得关联矩阵,该关联矩阵可以进一步划分为多个块矩阵。根据块矩阵的馈线组合,可以将配电系统解耦为多个子网络,以进行更有效的分析。最后,以10kV配电网为例对该方法进行了验证。对一个耗时的计算,即TSC曲线计算的结果表明,该方法可以显著减少计算时间,使耗时的计算适合于大型案例的分析。
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来源期刊
IET Energy Systems Integration
IET Energy Systems Integration Engineering-Engineering (miscellaneous)
CiteScore
5.90
自引率
8.30%
发文量
29
审稿时长
11 weeks
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