电力系统及其自动化学报2024，Vol.36Issue(8)：1-12,12.DOI:10.19635/j.cnki.csu-epsa.001359
考虑新能源不确定性的电网谐波污染预测评估
Pre-assessment of Harmonic Pollution in Power Grid Considering Uncertainties in Renewable Energy
摘要
Abstract
The power generation from renewable energy is subject to fluctuations and randomness induced by factors such as environmental conditions and weather changes. To analyze the influence of injected harmonic current on har-monic distribution after renewable energy is connected to power grid,a method for pre-assessing the harmonic pollution in power grid considering uncertainties in renewable energy is proposed in this paper. First,the deep convolutional gen-erative adversarial network is used to learn the power generation characteristics of each type of renewable power unit and obtain the power interval of the target unit in each scenario. Second,the interval harmonic emission model of power generation from renewable energy is established,and the interval harmonic power flow algorithm based on relative dis-tance measure(RDM)is put forward. Finally,the interval grading assessment of harmonic pollution is performed based on the non-integer order rank-sum ratio method,and the feasibility and effectiveness of the proposed method are validat-ed through simulations of one power grid in practice.关键词
新能源/生成对抗网络/谐波源建模/区间谐波潮流/相对距离测度/非整次秩和比Key words
renewable energy/generative adversarial network/modeling of harmonic sources/interval harmonic power flow/relative distance measure(RDM)/non-integer order rank-sum ratio分类
信息技术与安全科学引用本文复制引用
兰金晨,林焱,方晓玲,林锦灿,陈艺煌..考虑新能源不确定性的电网谐波污染预测评估[J].电力系统及其自动化学报,2024,36(8):1-12,12.基金项目
国网福建省电力有限公司科技项目(521304220001) （521304220001）
