基于信息间隙决策理论的交直流混合配电网规划优化

胡志勇, 吴博, 郑峰, 李婷婷, 常悦

太阳能学报 ›› 2025, Vol. 46 ›› Issue (7) : 186-195.

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太阳能学报 ›› 2025, Vol. 46 ›› Issue (7) : 186-195. DOI: 10.19912/j.0254-0096.tynxb.2024-0362
第二十七届中国科协年会学术论文

基于信息间隙决策理论的交直流混合配电网规划优化

  • 胡志勇, 吴博, 郑峰, 李婷婷, 常悦
作者信息 +

PLANNING AND OPTIMIZATION OF AC/DC HYBRID DISTRIBUTION NETWORK BASED ON INFORMATION GAP DECISION THEORY

  • Hu Zhiyong, Wu Bo, Zheng Feng, Li Tingting, Chang Yue
Author information +
文章历史 +

摘要

针对分布式电源发电的不确定性,采用信息间隙决策理论进行建模。首先,在含智能软开关基础上,构建交直流混合配电网信息间隙决策规划优化模型,以交直流混合配电网规划综合成本和电压波动为目标函数。其次,对上述两个目标函数进行模糊归一化和加权处理。最后,在改进后的IEEE 33节点配电系统中对所提模型进行实例分析。结果表明:含智能软开关的交直流混合配电网信息间隙决策规划优化模型可有效改善电压,提高交直流混合配电网经济性和可靠性。

Abstract

To address the uncertainty of the distributed power generation, the information gap decision theory was deployed for modeling. First, the optimization model in planning the AC/DC hybrid distribution networks based on the soft open points was proposed by using the information gap decision theory, and selected the comprehensive cost and voltage fluctuation as the objective functions. Secondly, the fuzzy normalization and weighting processes were conducted on the aforementioned two objective functions. Finally, the proposed optimization model was tested based on the improved IEEE 33-node distribution system. The results show that the proposed model in planning the AC/DC hybrid distribution networks with soft open points can effectively improve the voltage quality, the economy and reliability of the AC/DC hybrid distribution networks.

关键词

交直流混合配电网 / 智能软开关 / 信息间隙决策 / 优化规划

Key words

AC/DC hybrid distribution network / soft open point / information gap decision theory / optimal planning

引用本文

导出引用
胡志勇, 吴博, 郑峰, 李婷婷, 常悦. 基于信息间隙决策理论的交直流混合配电网规划优化[J]. 太阳能学报. 2025, 46(7): 186-195 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0362
Hu Zhiyong, Wu Bo, Zheng Feng, Li Tingting, Chang Yue. PLANNING AND OPTIMIZATION OF AC/DC HYBRID DISTRIBUTION NETWORK BASED ON INFORMATION GAP DECISION THEORY[J]. Acta Energiae Solaris Sinica. 2025, 46(7): 186-195 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0362
中图分类号: TM73   

参考文献

[1] CONTI S, NICOLOSI R, RIZZO S A, et al.Optimal dispatching of distributed generators and storage systems for MV islanded microgrids[J]. IEEE transactions on power delivery, 2012, 27(3): 1243-1251.
[2] VERZIJLBERGH R A, DE VRIES L J, LUKSZO Z. Renewable energy sources and responsive demand. Do we need congestion management in the distribution grid?[J]. IEEE transactions on power systems, 2014, 29(5): 2119-2128.
[3] AHMED H M A, ELTANTAWY A B, SALAMA M M A. A planning approach for the network configuration of AC-DC hybrid distribution systems[J]. IEEE transactions on smart grid, 2018, 9(3): 2203-2213.
[4] 张忠会, 雷大勇, 蒋昌辉, 等. 基于二阶锥规划和NNC法的交直流混合配电网双层规划模型及其求解方法[J]. 中国电机工程学报, 2023, 43(01): 70-85.
ZHANG Z H, LEI D Y, JIANG C H, et al.A bi-level planning model and its solution method of AC/DC hybrid distribution network based on second-order cone programming and NNC method[J]. Proceedings of the CSEE, 2023, 43(01): 70-85.
[5] 彭春华, 余愿, 孙惠娟. 基于源网荷协同优化的配电网光储联合系统规划[J]. 电网技术, 2019, 43(11): 3944-3951
PENG C H, YU Y, SUN H J.Planning of combined PV-ESS system for distribution network based on source-network-load collaborative optimization[J]. Power system technology, 2019, 43(11): 3944-3951.
[6] 刘顺成, 何禹清, 乔学博, 等. 基于合作博弈的交直流配电网光储协调规划方法[J]. 太阳能学报, 2024, 45(1): 534-544.
LIU S C, HE Y Q, QIAO X B, et al.Photovoltaic-storage coordinated planning method of AC/DC distribution network based on cooperative game[J]. Acta energiae solaris sinica, 2024, 45(1): 534-544.
[7] O’CONNELL A, SOROUDI A, KEANE A. Distribution network operation under uncertainty using information gap decision theory[J]. IEEE transactions on smart grid, 2018, 9(3): 1848-1858.
[8] 赵琛, 张少华. 基于信息间隙决策理论的发电商电量分配策略[J]. 控制与决策, 2017, 32(4): 751-754.
ZHAO C, ZHANG S H.Generation asset allocation strategies based on IGDT[J]. Control and decision, 2017, 32(4): 751-754.
[9] 汪超群, 韦化, 吴思缘. 基于信息间隙决策理论的多源联合优化机组组合[J]. 中国电机工程学报, 2018, 38(12): 3431-3440, 2 H, WU S Y. Multi-power combined unit commitment based on information gap decision theory[J]. Proceedings of the CSEE, 2018, 38(12): 3431-3440.
[10] 王璐瑶, 刘卫亮, 刘长良, 等. 计及电-热-氢负荷与动态重构的主动配电网优化调度[J]. 太阳能学报, 2025, 46(1): 460-471.
WANG L Y, LIU W L, LIU C L, et al.Optimal scheduling of active distribution network taking into account electricity-heat-hydrogen load and dynamic reconfiguration[J]. Acta energiae solaris sinica, 2025, 46(1): 460-471.
[11] 陈珂宁, 吴文传, 张伯明, 等. 基于IGDT的有源配电网鲁棒恢复决策方法[J]. 中国电机工程学报, 2014, 34(19): 3057-3062.
CHEN K N, WU W C, ZHANG B M, et al.A robust restoration method for active distribution network based on IGDT[J]. Proceedings of the CSEE, 2014, 34(19): 3057-3062.
[12] 于文山, 黎明, 由蕤. 含储能的三端SOP对主动配电网的潮流优化研究[J]. 太阳能学报, 2022, 43(3): 101-110.
YU W S, LI M, YOU R.Power flow optimization study on active distribution network based on three-terminal SOP with energy storage system[J]. Acta energiae solaris sinica, 2022, 43(3): 101-110.
[13] 马望, 高红均, 李海波, 等. 考虑智能软开关的配电网灵活性评估及优化调度模型[J]. 电网技术, 2019, 43(11): 3935-3943.
MA W, GAO H J, LI H B, et al.Flexibility evaluation and optimal dispatch model of distribution network considering soft open point[J]. Power system technology, 2019, 43(11): 3935-3943.
[14] 孟明, 魏怡, 朱国林, 等. 基于智能软开关的交直流主动配电网优化控制策略研究[J]. 现代电力, 2019, 36(2): 1-7.
MENG M, WEI Y, ZHU G L, et al.Research on optimal control strategy of AC/DC active distribution networks based on soft open point[J]. Modern electric power, 2019, 36(2): 1-7.
[15] 张博, 唐巍, 丛鹏伟, 等. 基于SOP和VSC的交直流混合配电网多时间尺度优化控制[J]. 电工电能新技术, 2017, 36(9): 11-19.
ZHANG B, TANG W, CONG P W, et al.Multi-time scale optimal control in hybrid AC/DC distribution networks based on SOP and VSC[J]. Advanced technology of electrical engineering and energy, 2017, 36(9): 11-19.
[16] 白洁. 含风电配电网的智能软开关和并联电容器多目标优化规划[D]. 天津: 天津大学, 2020.
BAI J.Multi-objective optimal planning of soft open pointand shunt capacitors in distribution network with wind power[D]. Tianjin: Tianjin University, 2020.
[17] 王守相, 陈思佳, 谢颂果. 考虑安全约束的交直流配电网储能与换流站协调经济调度[J]. 电力系统自动化, 2017, 41(11): 85-91.
WANG S X, CHEN S J, XIE S G.Security-constrained coordinated economic dispatch of energy storage systems and converter stations for AC/DC distribution networks[J]. Automation of electric power systems, 2017, 41(11): 85-91.
[18] 彭元泉, 麦志远, 艾维, 等. 含柔性多状态开关的主动配电网有功-无功协调动态优化[J]. 电力系统自动化, 2020, 44(14): 54-61.
PENG Y Q, MAI Z Y, AI W, et al.Active and reactive power coordinated dynamic optimization for active distribution network with flexible distribution switch[J]. Automation of electric power systems, 2020, 44(14): 54-61.
[19] NICK M, CHERKAOUI R, PAOLONE M.Optimal allocation of dispersed energy storage systems in active distribution networks for energy balance and grid support[J]. IEEE transactions on power systems, 2014, 29(5): 2300-2310.
[20] BEN-HAIM Y.Info-gap decision theory: decisions under severe uncertainty[M]. 2nd ed. Oxford: Academic, 2006.
[21] BARAN M E, WU F F.Network reconfiguration in distribution systems for loss reduction and load balancing[J]. IEEE transactions on power delivery, 1989, 4(2): 1401-1407.
[22] 雷大勇. 交直流混合主动配电网规划模型及其求解方法研究[D]. 南昌: 南昌大学, 2022.
LEI D Y.Research on planning model and solution method of AC/DC hybrid active distribution network[D]. Nanchang: Nanchang University, 2022.
[23] 封钰, 刘存, 黄弦超. 基于动态分时电价的含可平移负荷的微网优化调度[J]. 华北电力大学学报(自然科学版), 2021, 48(2): 30-39.
FENG Y, LIU C, HUANG X C.Optimal dispatch of microgrid considering shiftable loads based on dynamic time-of-use electricity prices[J]. Journal of North China Electric Power University (natural science edition), 2021, 48(2): 30-39.
[24] VILLANUEVA D, PAZOS J L, FEIJOO A.Probabilistic load flow including wind power generation[J]. IEEE transactions on power systems, 2011, 26(3): 1659-1667.
[25] 吴巍, 汪可友, 李国杰. 计及光伏发电相关性的多重积分法概率潮流计算[J]. 中国电机工程学报, 2015, 35(3): 568-575.
WU W, WANG K Y, LI G J.Probabilistic load flow calculation method based on multiple integral method considering correlation of photovoltaic generation[J]. Proceedings of the CSEE, 2015, 35(3): 568-575.
[26] 余昆, 曹一家, 陈星莺, 等. 含分布式电源的地区电网动态概率潮流计算[J]. 中国电机工程学报, 2011, 31(1): 20-25.
YU K, CAO Y J, CHEN X Y, et al.Dynamic probability power flow of district grid containing distributed generation[J]. Proceedings of the CSEE, 2011, 31(1): 20-25.
[27] 赵玉麟. 考虑需求侧响应和多场景的交直流混合微电网优化运行[D]. 太原: 山西大学, 2023.
ZHAO Y L.The optimal operation of AC-DC hybrid microgrid considering demand side and scenario analysis[D]. Taiyuan: Shanxi University, 2023.

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河南省电力公司2023年科技项目

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