考虑DG不确定性的有源配电网两阶段动态鲁棒重构方法

靳攀润, 宋汶秦, 刘永成

太阳能学报 ›› 2024, Vol. 45 ›› Issue (6) : 208-216.

PDF(1916 KB)
欢迎访问《太阳能学报》官方网站,今天是
PDF(1916 KB)
太阳能学报 ›› 2024, Vol. 45 ›› Issue (6) : 208-216. DOI: 10.19912/j.0254-0096.tynxb.2023-0347

考虑DG不确定性的有源配电网两阶段动态鲁棒重构方法

  • 靳攀润, 宋汶秦, 刘永成
作者信息 +

TWO-STAGE DYNAMIC ROBUST RECONFIGURATION METHOD OF ACTIVE DISTRIBUTION NETWORK CONSIDERING DG UNCERTAINTY

  • Jin Panrun, Song Wenqin, Liu Yongcheng
Author information +
文章历史 +

摘要

针对分布式电源(DG)不确定性的有源配电网重构问题,提出两阶段动态鲁棒重构优化方法。在第一阶段进行辐射状配电网络开关重构优化,在第二阶段在考虑DG出力和负荷需求的不确定预算集下,进行含电池储能的有源配电网最优潮流优化。由于第二阶段优化问题含电池储能的充放电状态,采用嵌套列与约束生成算法将两阶段动态鲁棒重构模型转化为双层迭代求解。在4个不同规模的配电系统算例结果表明该文所提基于嵌套列与约束生成算法(CCG)的配电网动态鲁棒重构方法具有良好收敛性。

Abstract

Aiming at the problem of active distribution network reconfiguration under DG uncertainty, a two-stage dynamic robust reconfiguration optimization method is proposed. In the first stage, the switch reconfiguration optimization of radial distribution network is carried out. In the second stage, the optimal power flow optimization of active distribution network with battery energy storage is carried out considering the uncertain budget set of DG output and load demand. Because the second stage optimization problem includes the charging and discharging state of battery energy storage, the nested column and constraint generation algorithm is used to transform the two-stage dynamic robust reconfiguration model into a bilevel iterative solution. The results of four distribution systems with different scales show that the proposed dynamic robust reconfiguration method of distribution network based on nested CCG has good convergence.

关键词

有源电网 / 不确定性分析 / 分布式电源 / 配电网重构 / 两阶段鲁棒优化

Key words

active electric networks / uncertainty analysis / distributed power generation / distribution network reconfiguration / two stage robust optimization

引用本文

导出引用
靳攀润, 宋汶秦, 刘永成. 考虑DG不确定性的有源配电网两阶段动态鲁棒重构方法[J]. 太阳能学报. 2024, 45(6): 208-216 https://doi.org/10.19912/j.0254-0096.tynxb.2023-0347
Jin Panrun, Song Wenqin, Liu Yongcheng. TWO-STAGE DYNAMIC ROBUST RECONFIGURATION METHOD OF ACTIVE DISTRIBUTION NETWORK CONSIDERING DG UNCERTAINTY[J]. Acta Energiae Solaris Sinica. 2024, 45(6): 208-216 https://doi.org/10.19912/j.0254-0096.tynxb.2023-0347
中图分类号: TM73   

参考文献

[1] 谢冬清, 李兵, 丁炀, 等. 含低风速分散式风电的配电网动态鲁棒重构[J]. 太阳能学报, 2021, 42(11): 226-233.
XIE D Q, LI B, DING Y, et al.Dynamic robust reconfiguration of distribution network involving low-wind-speed dispersed wind power[J]. Acta energiae solaris sinica, 2021, 42(11): 226-233.
[2] 董志辉, 林凌雪. 基于改进模糊C均值聚类时段划分的配电网动态重构[J]. 电网技术, 2019, 43(7): 2299-2305.
DONG Z H, LIN L X.Dynamic reconfiguration of distribution network based on improved fuzzy C-means clustering of time division[J]. Power system technology, 2019, 43(7): 2299-2305.
[3] 吴泓俭, 雷霞, 刘斌, 等. 基于遗传膜算法的含风电机组和电动汽车的配电网分时段动态重构[J]. 电工技术学报, 2016, 31(2): 196-205, 220.
WU H J, LEI X, LIU B, et al.Membrane computing based genetic algorithm for dynamic reconfiguration of distribution network with dividing time and considering electric vehicles and wind turbines[J]. Transactions of China Electrotechnical Society, 2016, 31(2): 196-205, 220.
[4] 郝文斌, 曾鹏, 谢波, 等. 基于博弈论的含氢能配电网系统优化重构研究[J]. 太阳能学报, 2023, 44(8): 77-84.
HAO W B, ZENG P, XIE B, et al.Game theory-based optimal reconfiguration for distribution network system with hydrogen energy[J]. Acta energiae solaris sinica, 2023, 44(8): 77-84.
[5] 徐小琴, 王博, 赵红生, 等. 基于布谷鸟搜索和模拟退火算法的两电压等级配网重构方法[J]. 电力系统保护与控制, 2020, 48(11): 84-91.
XU X Q, WANG B, ZHAO H S, et al.Reconfiguration of two-voltage distribution network based on cuckoo search and\rsimulated annealing algorithm[J]. Power system protection and control, 2020, 48(11): 84-91.
[6] 马倩, 苟亮, 张海峰, 等. 考虑开关动作次数的多时段配电网动态重构[J]. 电测与仪表, 2021, 58(3): 9-14.
MA Q, GOU L, ZHANG H F, et al.Multi-period dynamic reconfiguration of distribution network considering the number of switching actions[J]. Electrical measurement & instrumentation, 2021, 58(3): 9-14.
[7] 李超, 苗世洪, 盛万兴, 等. 考虑动态网络重构的主动配电网优化运行策略[J]. 电工技术学报, 2019, 34(18): 3909-3919.
LI C, MIAO S H, SHENG W X, et al.Optimization operation strategy of active distribution network considering dynamic network reconfiguration[J]. Transactions of China Electrotechnical Society, 2019, 34(18): 3909-3919.
[8] 谭慧娟, 李世明, 郭文鑫, 等. 基于混沌自适应人工鱼群算法的含家庭储能配电网快速重构方法[J]. 太阳能学报, 2022, 43(5): 468-477.
TAN H J, LI S M, GUO W X, et al.Fast reconfiguration method of distribution network with household energy storage based on chaotic adaptive artificial fish swarm algorithm[J]. Acta energiae solaris sinica, 2022, 43(5): 468-477.
[9] LLORENS-IBORRA F, RIQUELME-SANTOS J, ROMERO-RAMOS E.Mixed-integer linear programming model for solving reconfiguration problems in large-scale distribution systems[J]. Electric power systems research, 2012, 88: 137-145.
[10] 汪芳宗, 王兆丰. 基于混合整数二次锥规划方法的含分布式电源配电网优化重构方法[J]. 电力系统保护与控制, 2016, 44(24): 24-30.
WANG F Z, WANG Z F.An optimum reconfiguration method for distribution networks with DG based on mixed integer second-order cone programming[J]. Power system protection and control, 2016, 44(24): 24-30.
[11] 黄鸣宇, 张庆平, 张沈习, 等. 高比例清洁能源接入下计及需求响应的配电网重构[J]. 电力系统保护与控制, 2022, 50(1): 116-123.
HUANG M Y, ZHANG Q P, ZHANG S X, et al.Distribution network reconfiguration considering demand-side response with high penetration of clean energy[J]. Power system protection and control, 2022, 50(1): 116-123.
[12] 李洪美, 崔翰韬, 万秋兰. 考虑电动汽车充电策略的配网重构二阶锥规划模型[J]. 中国电机工程学报, 2015, 35(18): 4674-4681.
LI H M, CUI H T, WAN Q L.Distribution network reconfiguration based on second-order conic programming considering EV charging strategy[J]. Proceedings of the CSEE, 2015, 35(18): 4674-4681.
[13] 江泽昌, 刘天羽, 江秀臣, 等. 考虑DG与负荷不确定性的主动配电网重构[J]. 电测与仪表, 2019, 56(19): 76-84.
JIANG Z C, LIU T Y, JIANG X C, et al.Reconfiguration of active distribution network considering DG and load uncertainty[J]. Electrical measurement & instrumentation, 2019, 56(19): 76-84.
[14] 丛鹏伟, 唐巍, 张璐, 等. 基于机会约束规划考虑DG与负荷多状态的配电网重构[J]. 电网技术, 2013, 37(9): 2573-2579.
CONG P W, TANG W, ZHANG L, et al.Chance-constrained programming based distribution network reconfiguration considering multi-states of distributed generation and load[J]. Power system technology, 2013, 37(9): 2573-2579.
[15] 葛鹏江, 张树永, 董晓晶, 等. 基于鲁棒优化的配网重构二阶锥规划模型[J]. 电力科学与技术学报, 2018, 33(4): 50-57.
GE P J, ZHANG S Y, DONG X J, et al.Distribution network reconfiguration model based on robust optimization[J]. Journal of electric power science and technology, 2018, 33(4): 50-57.
[16] 徐俊俊, 吴在军, 周力, 等. 考虑分布式电源不确定性的配电网鲁棒动态重构[J]. 中国电机工程学报, 2018, 38(16): 4715-4725.
XU J J, WU Z J, ZHOU L, et al.Robust dynamic reconfiguration for distribution networks considering uncertainty of distributed generations[J]. Proceedings of the CSEE, 2018, 38(16): 4715-4725.
[17] 吴在军, 成晟, 朱承治, 等. 三相不平衡有源配电网鲁棒动态重构[J]. 电力系统自动化, 2019, 43(5): 66-74.
WU Z J, CHENG S, ZHU C Z, et al.Robust dynamic reconfiguration of three-phase unbalanced active distribution network[J]. Automation of electric power systems, 2019, 43(5): 66-74.
[18] 翟鹤峰, 杨明, 赵利刚, 等. 提升分布式电源接纳能力的配电网三相鲁棒动态重构[J]. 电力系统自动化, 2019, 43(18): 35-42.
ZHAI H F, YANG M, ZHAO L G, et al.Three-phase robust dynamic reconfiguration of distribution network to improve acceptance ability of distributed generator[J]. Automation of electric power systems, 2019, 43(18): 35-42.
[19] 刘一欣, 郭力, 王成山. 微电网两阶段鲁棒优化经济调度方法[J]. 中国电机工程学报, 2018, 38(14): 4013-4022.
LIU Y X, GUO L, WANG C S.Economic dispatch of microgrid based on two stage robust optimization[J]. Proceedings of the CSEE, 2018, 38(14): 4013-4022.
[20] ZHANG C, DONG Z Y, YANG L F.A feasibility pump based solution algorithm for two-stage robust optimization with integer recourses of energy storage systems[J]. IEEE transactions on sustainable energy, 2021, 12(3): 1834-1837.
[21] 孙伟卿, 刘唯, 张婕. 高比例可再生能源背景下配电网动态重构与移动储能协同优化[J]. 电力系统自动化, 2021, 45(19): 80-90.
SUN W Q, LIU W, ZHANG J.Collaborative optimization for dynamic reconfiguration of distribution network and mobile energy storage in background of high proportion of renewable energy[J]. Automation of electric power systems, 2021, 45(19): 80-90.
[22] TAYLOR J A, HOVER F S.Convex models of distribution system reconfiguration[J]. IEEE transactions on power systems, 2012, 27(3): 1407-1413.
[23] 刘一兵, 吴文传, 张伯明, 等. 基于混合整数二阶锥规划的三相有源配电网无功优化[J]. 电力系统自动化, 2014, 38(15): 58-64.
LIU Y B, WU W C, ZHANG B M, et al.Reactive power optimization for three-phase distribution networks with distributed generators based on mixed integer second-order cone programming[J]. Automation of electric power systems, 2014, 38(15): 58-64.
[24] 孙浩, 张磊, 许海林, 等. 微电网日内调度计划的混合整数规划模型[J]. 电力系统自动化, 2015, 39(19): 21-27.
SUN H, ZHANG L, XU H L, et al.Mixed integer programming model for microgrid intra-day scheduling[J]. Automation of electric power systems, 2015, 39(19): 21-27.
[25] 魏恩伟, 阳浩, 薛荣, 等. 基于离散猴群算法的多目标配电网重构方法[J]. 电力系统及其自动化学报, 2023, 35(1): 30-35.
WEI E W, YANG H, XUE R, et al.Multi-objective distribution network reconfiguration method based on discrete monkey algorithm[J]. Proceedings of the CSU-EPSA, 2023, 35(1): 30-35.
[26] 欧阳曾恺, 段梅梅, 田正其, 等. 基于网损二阶灵敏度的分布式电源出力鲁棒优化方法[J]. 电测与仪表, 2022, 59(9): 69-75.
OUYANG Z K, DUAN M M, TIAN Z Q, et al.Robust optimization method of distributed generation output based on second-order sensitivity network loss[J]. Electrical measurement & instrumentation, 2022, 59(9): 69-75.
[27] SU C T, LEE C S.Network reconfiguration of distribution systems using improved mixed-integer hybrid differential evolution[J]. IEEE transactions on power delivery, 2003, 18(3): 1022-1027.

PDF(1916 KB)

Accesses

Citation

Detail

段落导航
相关文章

/