基于区间-概率潮流分析的配电网调压手段适应性评估方法An adaptability evaluation method for voltage regulation measures in distribution networks based on interval and probability power flow analysis
邱冬,贾勇勇,韩少华,朱丹丹,许磊
QIU Dong,JIA Yongyong,HAN Shaohua,ZHU Dandan,XU Lei
摘要(Abstract):
随着可再生能源的大规模接入,配电网面临着频繁的电压越限问题,亟待对以光伏逆变器为代表的多种新型调压手段能否满足配电网日常调压需求进行研究。为对配电系统调压手段适应性做出客观评价,提出基于区间-概率潮流分析的配电网调压手段适应性评估方法,实现调压效果与调压成本的综合分析。首先,基于区间潮流与概率潮流结果,构建配电网调压效果评价指标;其次,以最优无功方案对应成本作为成本基准值,构建配电网调压成本评价指标;在此基础上,基于层次分析法对调压效果指标和成本指标进行加权,构建配电网调压适应性综合评价指标体系;最后,基于所构建的评价指标,完成配电网调压手段适应性分析,并通过多场景对比评价验证了所提方法的合理性。
With the large-scale integration of renewable energy, distribution networks are faced with frequent voltage limit violations. In response to this challenge, it is urgent to study whether new voltage regulation measures, represented by photovoltaic inverters, can meet the daily voltage regulation needs of distribution networks. To objectively evaluate the adaptability of voltage regulation measures in distribution systems, a method based on interval and probability power flow analysis is proposed. This method enables a comprehensive analysis of voltage regulation effectiveness and cost. Firstly, based on the results of interval and probability power flow, indicators for voltage regulation effectiveness evaluation in distribution networks are constructed. Secondly, the corresponding cost of the optimal reactive power scheme is used as the cost benchmark value to construct the evaluation index of the voltage regulation cost of the distribution network. On this basis, the analytic hierarchy process(AHP) is employed to weight the effectiveness and cost indicators and thus establish a comprehensive evaluation indicator system for voltage regulation adaptability in distribution network. Finally, based on the constructed evaluation indicators, adaptability analysis of voltage regulation measures in distribution networks is conducted. The rationality of the proposed method is validated through comparative evaluations under multiple scenarios.
关键词(KeyWords):
区间潮流;概率潮流;最优无功调度;层次分析法;调压手段适应性评价
interval power flow;probability power flow;the optimal reactive power dispatch;AHP;adaptability evaluation of voltage regulation measures
基金项目(Foundation): 国网江苏省电力有限公司科技项目(J2022052)
作者(Author):
邱冬,贾勇勇,韩少华,朱丹丹,许磊
QIU Dong,JIA Yongyong,HAN Shaohua,ZHU Dandan,XU Lei
DOI: 10.19585/j.zjdl.202404009
参考文献(References):
- [1]梁玉文.基于可再生能源的电力普遍服务中供电方式的研究[D].北京:华北电力大学,2009.LIANG Yuwen.Studies of power supply mode in electric universal services based on renewable energy[D].Beijing:North China Electric Power University,2009. [2]窦宇宇,林楠,任正,等.风电机组大扰动暂态过电压机理分析及优化抑制[J].山东电力技术,2023,50(5):28-33.DOU Yuyu,LIN Nan,REN Zheng,et al. Mechanism analysis and optimization suppression strategy of large disturbance transient overvoltage of wind turbine[J]. Shandong Electric Power,2023,50(5):28-33. [3]杨大业,项祖涛,马世英,等.新能源接入系统暂态过电压产生机理及主要影响因素[J].电力电容器与无功补偿,2022,43(3):127-134.YANG Daye,XIANG Zutao,MA Shiying,et al.Mechanism and main influencing factors of transient over-voltage in new energy access system[J].Power Capacitor&Reactive Power Compensation,2022,43(3):127-134. [4]任冲,柯贤波,王吉利,等.高比例新能源电网新能源功率优化分配方法[J].电力工程技术,2022,41(3):110-117.REN Chong,KE Xianbo,WANG Jili,et al.New energy power optimal distribution method for high proportion new energy power grid[J]. Electric Power Engineering Technology,2022,41(3):110-117. [5]舒印彪,薛禹胜,蔡斌,等.关于能源转型分析的评述(二)不确定性及其应对[J].电力系统自动化,2018,42(10):1-12.SHU Yinbiao,XUE Yusheng,CAI Bin,et al.A review of energy transition analysis part two uncertainties and approaches[J]. Automation of Electric Power Systems,2018,42(10):1-12. [6]舒俊霖,刘俊勇,高红均,等.考虑开关重构与需求响应的配电网分布鲁棒优化运行[J].电力建设,2023,44(6):101-111.SHU Junlin,LIU Junyong,GAO Hongjun,et al.Distributionally robust optimal operation of distribution network considering switch reconfiguration and demand response[J].Electric Power Construction,2023,44(6):101-111. [7]王玥娇,郭俊山,王辉,等.基于分布式电源出力独立随机性的配电网随机潮流算法[J].山东电力技术,2023,50(2):1-6.WANG Yuejiao,GUO Junshan,WANG Hui,et al.Probabilistic load flow algorithm of distribution network considering correlation characteristic of multi-type DGs[J].Shandong Electric Power,2023,50(2):1-6. [8]孟令卓超,杨锡运,赵泽宇.考虑光-荷不确定性和旋转备用约束的主动配电网经济优化调度策略[J].电力建设,2022,43(11):63-72.MENG Lingzhuochao,YANG Xiyun,ZHAO Zeyu. An economic optimal dispatch strategy for active distribution networks considering photovoltaic-load uncertainty and rotating reserve constraints[J].Electric Power Construction,2022,43(11):63-72. [9] MENDEL J M,JOHN R I B. Type-2 fuzzy sets made simple[J].IEEE Transactions on Fuzzy Systems,2002,10(2):117-127. [10]王冲,王秀丽,鞠平,等.电力系统随机分析方法研究综述[J].电力系统自动化,2022,46(3):184-199.WANG Chong,WANG Xiuli,JU Ping,et al.Review of research on power system stochastic analysis methods[J].Automation of Electric Power Systems,2022,46(3):184-199. [11]姚磊,张强,武家辉,等.计及源荷双侧不确定性的MES最优概率潮流研究[J].电力电容器与无功补偿,2022,43(3):57-66.YAO Lei,ZHANG Qiang,WU Jiahui,et al. Study on MES optimal probability power flow considering source and load uncertainties[J]. Power Capacitor&Reactive Power Compensation,2022,43(3):57-66. [12]李建宜,李鹏,徐晓春,等.基于综合概率模型与深度学习的智能电网功率-电压映射方法[J].电力建设,2022,43(2):37-44.LI Jianyi,LI Peng,XU Xiaochun,et al. Power-voltage mapping method based on comprehensive probability model and deep learning for smart grid[J].Electric Power Construction,2022,43(2):37-44. [13]周海强,鞠平,薛禹胜,等.基于拟哈密顿理论的随机电力系统暂态稳定性分析[J].电力系统自动化,2016,40(19):9-14.ZHOU Haiqiang,JU Ping,XUE Yusheng,et al.Transient stability analysis of stochastic power system based on quasi-Hamiltonian system theory[J].Automation of Electric Power Systems,2016,40(19):9-14. [14]邱革非,张鹏坤,贺漂.考虑风电接入的电力系统鲁棒经济优化调度[J].电力建设,2021,42(10):101-109.QIU Gefei,ZHANG Pengkun,HE Piao. Economic dispatch of power system considering wind power integration[J].Electric Power Construction,2021,42(10):101-109. [15]王文睿,瞿凯平,余涛,等.消纳大规模风电的电-气互联系统鲁棒区间调度模型与方法[J].控制理论与应用,2020,37(6):1270-1283.WANG Wenrui,QU Kaiping,YU Tao,et al.A robust interval scheduling model and method accommodating largescale wind power generation for integrated electric and gas system[J].Control Theory&Applications,2020,37(6):1270-1283. [16]姜潮,黄新萍,韩旭,等.含区间不确定性的结构时变可靠度分析方法[J].机械工程学报,2013,49(10):186-193.JIANG Chao,HUANG Xinping,HAN Xu,et al. Timedependent structural reliability analysis method with interval uncertainty[J]. Journal of Mechanical Engineering,2013,49(10):186-193. [17] WANG Y,ZHANG P,LI W Y,et al.Online overvoltage prevention control of photovoltaic generators in microgrids[J].IEEE Transactions on Smart Grid,2012,3(4):2071-2078. [18] TONKOSKI R,LOPES L A C,EL-FOULY T H M.Coordinated active power curtailment of grid connected PV inverters for overvoltage prevention[J]. IEEE Transactions on Sustainable Energy,2011,2(2):139-147. [19]李世博.适应分布式电源接入的配电网调压策略研究[D].淄博:山东理工大学,2013.LI Shibo.Research on voltage regulation strategy in distribution network of adapt to access the distributed generation[D].Zibo:Shandong University of Technology,2013. [20] ALOBEIDLI K,EL MOURSI M S. Novel coordinated secondary voltage control strategy for efficient utilisation of distributed generations[J].IET Renewable Power Generation,2014,8(5):569-579. [21] EL MOURSI M S,ZEINELDIN H H,KIRTLEY J L,et al. A dynamic master/slave reactive power-management scheme for smart grids with distributed generation[J].IEEE Transactions on Power Delivery,2014,29(3):1157-1167. [22] VIAWAN F A,KARLSSON D. Voltage and reactive power control in systems with synchronous machine-based distributed generation[J]. IEEE Transactions on Power Delivery,2008,23(2):1079-1087. [23]孟庭如,邹贵彬,许春华,等.一种分区协调控制的有源配电网调压方法[J].中国电机工程学报,2017,37(10):2852-2860.MENG Tingru,ZOU Guibin,XU Chunhua,et al.A voltage regulation method based on district-dividing coordinated control for active distribution network[J].Proceedings of the CSEE,2017,37(10):2852-2860. [24]王文宾,靳伟,李洪涛,等.考虑光伏集群无功贡献的配电网无功电压优化调节方法[J].电力系统保护与控制,2020,48(20):114-123.WANG Wenbin,JIN Wei,LI Hongtao,et al. Reactive voltage optimization regulation method of distribution network considering the reactive power contribution of a photovoltaic cluster[J]. Power System Protection and Control,2020,48(20):114-123. [25]刘一鸿,鲁宝春,孙丽颖,等.基于模糊综合评价的分布式电源调频调压能力的评价方法[J].可再生能源,2022,40(12):1688-1693.LIU Yihong,LU Baochun,SUN Liying,et al.Evaluation method of frequency and voltage regulation capability of distributed generation based on fuzzy comprehensive evaluation[J]. Renewable Energy Resources,2022,40(12):1688-1693. [26] DAI X Z,JIN X L,CAO Z J,et al.Evaluation method for the regulation capability of low-voltage distribution area with demand-side distributed energy resources integration[C]//2020 5th Asia Conference on Power and Electrical Engineering(ACPEE),June 4-7,2020,Chengdu,China:783-787. [27]孟晓芳,王俊,王英男,等.计及分布式电源局部调压能力的10 kV配电网低电压治理方法[J].电力系统保护与控制,2019,47(10):65-72.MENG Xiaofang,WANG Jun,WANG Yingnan,et al.Low-voltage control method for 10 k V distribution network considering distributed generation capability of local voltage regulation[J].Power System Protection and Control,2019,47(10):65-72. [28]薛保星.有载调压变压器对电力系统电压稳定性影响研究[D].郑州:郑州大学,2007.XUE Baoxing.Study on the effect of OLTC to the voltage stability of power system[D].Zhengzhou:Zhengzhou University,2007. [29]杨俊,黄际元,黄珂琪,等.储能电站参与电网稳态调压的控制策略[J].供用电,2020,37(8):68-75.YANG Jun,HUANG Jiyuan,HUANG Keqi,et al.Control strategy of energy storage power station participating in steady state voltage regulation of power grid[J].Distribution&Utilization,2020,37(8):68-75. [30] YEH H G,GAYME D F,LOW S H.Adaptive VAR control for distribution circuits with photovoltaic generators[J].IEEE Transactions on Power Systems,2012,27(3):1656-1663. [31]张喆,李庚银,魏军强.考虑分布式电源随机特性的配电网电压质量概率评估[J].中国电机工程学报,2013,33(13):150-156.ZHANG Zhe,LI Gengyin,WEI Junqiang. Probabilistic evaluation of voltage quality in distribution networks considering the stochastic characteristic of distributed generators[J].Proceedings of the CSEE,2013,33(13):150-156. [32] JI X Q,YIN Z Y,ZHANG Y M,et al. Comprehensive pricing scheme of the EV charging station considering consumer differences based on integrated AHP/DEA methodology[J]. Mathematical Problems in Engineering,2020,2020:1-11. [33] LI P,JI H R,WANG C S,et al. Coordinated control method of voltage and reactive power for active distribution networks based on soft open point[J].IEEE Transactions on Sustainable Energy,2017,8(4):1430-1442.
- (本文编辑:方明霞)
- 区间潮流
- 概率潮流
- 最优无功调度
- 层次分析法
- 调压手段适应性评价
interval power flow - probability power flow
- the optimal reactive power dispatch
- AHP
- adaptability evaluation of voltage regulation measures