Interval Power Flow Analysis of Linearised AC Power Flow Model Based on Improved Affine Arithmetic Method

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Yuankang He, Liushuangfei Xie, Tao Ding, Yuhan Huang, Yuge Sun, Haoning Shen, Biyuan Zhang, Zhuopu Han, Xiaoqiang Sun
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引用次数: 0

Abstract

Evaluating power flow fluctuations under uncertainties is an important problem in power systems with a high proportion of renewable energy. However, the computational efficiency of the existing interval algorithms for nonlinear power flow equations is challenging. This paper proposes an interval power flow analysis method based on an interval AC-LPF model and affine arithmetic. The proposed method can guarantee accuracy and reduce time complexity without iterations. By Linearising AC power flow and introducing the intervals of injected power, this paper proposes an interval AC Linearised power flow model. Furthermore, an affine arithmetic-based algorithm is designed to reduce conservation and time complexity in the interval calculation. The proposed method is validated on six IEEE standard systems and a modified real-world power system in Northwest China. Numerical results show the effectiveness of the proposed method.

Abstract Image

基于改进仿射算法的线性化交流潮流模型区间潮流分析
在可再生能源比例较高的电力系统中,评估不确定情况下的电力流波动是一个重要问题。然而,现有区间算法对非线性功率流方程的计算效率提出了挑战。本文提出了一种基于区间 AC-LPF 模型和仿射算法的区间功率流分析方法。该方法无需迭代即可保证精度并降低时间复杂度。通过将交流功率流线性化并引入注入功率的区间,本文提出了一种区间交流线性化功率流模型。此外,本文还设计了一种基于仿射算术的算法,以降低区间计算的守恒性和时间复杂性。本文提出的方法在六个 IEEE 标准系统和中国西北地区一个经过修改的实际电力系统中进行了验证。数值结果表明了所提方法的有效性。
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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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