ACTIVE POWER AND REACTIVE POWER COOPERATIVE ROBUST OPTIMIZATION OF ACTIVE DISTRIBUTION NETWORK CONSIDERING WIND POWER UNCERTAINTY AND ENERGY STORAGE FLEXIBILITY

Li Peng, Li Linyuan, Wang Jiahao, Wu Fubao, Yang Bo, Tao Yibin

Acta Energiae Solaris Sinica ›› 2024, Vol. 45 ›› Issue (7) : 303-311.

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Acta Energiae Solaris Sinica ›› 2024, Vol. 45 ›› Issue (7) : 303-311. DOI: 10.19912/j.0254-0096.tynxb.2023-0445

ACTIVE POWER AND REACTIVE POWER COOPERATIVE ROBUST OPTIMIZATION OF ACTIVE DISTRIBUTION NETWORK CONSIDERING WIND POWER UNCERTAINTY AND ENERGY STORAGE FLEXIBILITY

  • Li Peng1, Li Linyuan1, Wang Jiahao1, Wu Fubao2, Yang Bo2, Tao Yibin2
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Abstract

This paper proposes a robust optimization method for active power and reactive power collaboration in active distribution networks considering wind power uncertainty and energy storage flexibility. Firstly, the active power and reactive power cooperative optimization model of active distribution network considering the adjustable power characteristics of energy storage devices in four quadrants is established. Secondly, the linearized representation of AC power flow equation and energy storage devices constraints are given. Then, by using the box set to describe the uncertainty of wind power output, the active power and reactive power cooperative robust optimization model of active distribution network is established. Through the dual transformation, the main problem and subproblem of two-stage robust optimization in the form of mixed integer linear programming are obtained, and the column constraint generation algorithm is used to solve the interactive and iterative problem. Finally, the IEEE 33 node system is taken as an example for simulation verification. The simulation results show that the proposed method can overcome the influence of high non-convexity and nonlinearity of the model on the convergence accuracy and solving efficiency, and make full use of the reactive power regulation ability of the energy storage devices to realize the robust optimal operation of active power and reactive power coordination in the active distribution network.

Key words

wind power / robust optimization / energy storage / active distribution network / active power and reactive power collaborative optimization / power flow linearization

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Li Peng, Li Linyuan, Wang Jiahao, Wu Fubao, Yang Bo, Tao Yibin. ACTIVE POWER AND REACTIVE POWER COOPERATIVE ROBUST OPTIMIZATION OF ACTIVE DISTRIBUTION NETWORK CONSIDERING WIND POWER UNCERTAINTY AND ENERGY STORAGE FLEXIBILITY[J]. Acta Energiae Solaris Sinica. 2024, 45(7): 303-311 https://doi.org/10.19912/j.0254-0096.tynxb.2023-0445

References

[1] 黎静华, 谢育天, 曾鸿宇, 等. 不确定优化调度研究综述及其在新型电力系统中的应用探讨[J]. 高电压技术, 2022, 48(9): 3447-3464.
LI J H, XIE Y T, ZENG H Y, et al.Research review of uncertain optimal scheduling and its application in new-type power systems[J]. High voltage engineering, 2022, 48(9): 3447-3464.
[2] 马喜平, 贾嵘, 梁琛, 等. 高比例新能源接入下电力系统降损研究综述[J]. 电网技术, 2022, 46(11): 4305-4315.
MA X P, JIA R, LIANG C, et al.Review of researches on loss reduction in context of high penetration of renewable power generation[J]. Power system technology, 2022, 46(11): 4305-4315.
[3] 谢小荣, 马宁嘉, 刘威, 等. 新型电力系统中储能应用功能的综述与展望[J]. 中国电机工程学报, 2023, 43(1): 158-169.
XIE X R, MA N J, LIU W, et al.Functions of energy storage in renewable energy dominated power systems: review and prospect[J]. Proceedings of the CSEE, 2023, 43(1): 158-169.
[4] 王振浩, 马爽, 李国庆, 等. 考虑复合储能电站接入的电网日前-日内两阶段滚动优化调度[J]. 太阳能学报, 2022, 43(10): 400-408.
WANG Z H, MA S, LI G Q, et al.Day-ahead and intra-day two-stage rolling optimal dispatch of power grid considering access of composite energy storage power stations[J]. Acta energiae solaris sinica, 2022, 43(10): 400-408.
[5] 高海淑, 张玉敏, 吉兴全, 等. 基于场景聚类的主动配电网分布鲁棒综合优化[J]. 电力系统自动化, 2020, 44(21): 32-41.
GAO H S, ZHANG Y M, JI X Q, et al.Scenario clustering based distributionally robust comprehensive optimization of active distribution network[J]. Automation of electric power systems, 2020, 44(21): 32-41.
[6] 申萌均, 王玲玲. 计及风电相关性的主动配电网有功无功协调鲁棒优化调度策略[J]. 现代电力, 2023, 40(6): 1013-1022.
SHEN M J, WANG L L.A robust coordinated active-reactive power optimal operation strategy for active distribution network with correlated wind power[J]. Modern electric power, 2023, 40(6): 1013-1022.
[7] 徐韵, 颜湘武, 李若瑾, 等. 电力市场环境下含“源-网-荷-储” 互动的主动配电网有功/无功联合优化[J]. 电网技术, 2019, 43(10): 3778-3789.
XU Y, YAN X W, LI R J, et al.Joint optimization of active and reactive powers in active distribution network with “generation-grid-load-energy storage” interaction in power market environment[J]. Power system technology, 2019, 43(10): 3778-3789.
[8] 杜刚, 赵冬梅, 刘鑫. 计及风电不确定性优化调度研究综述[J]. 中国电机工程学报, 2023, 43(7): 2608-2627.
DU G, ZHAO D M, LIU X.Research review on optimal scheduling considering wind power uncertainty[J]. Proceedings of the CSEE, 2023, 43(7): 2608-2627.
[9] 李鹏, 王雪莹, 韩鹏飞. 双重不确定环境下的微网优化运行调度风险分析研究[J]. 中国电机工程学报, 2017, 37(15): 4296-4303, 4569.
LI P, WANG X Y, HAN P F.Risk analysis of microgrid optimal operation scheduling under double uncertainty environment[J]. Proceedings of the CSEE, 2017, 37(15): 4296-4303, 4569.
[10] 张靠社, 冯培基, 张刚, 等. 考虑机会约束的多能源微电网双层优化配置[J]. 太阳能学报, 2021, 42(8): 41-48.
ZHANG K S, FENG P J, ZHANG G, et al.Bi-level optimization configuration method for multienergy microgrid considering chance constraints[J]. Acta energiae solaris sinica, 2021, 42(8): 41-48.
[11] CUI M J, KE D P, SUN Y Z, et al.Wind power ramp event forecasting using a stochastic scenario generation method[J]. IEEE transactions on sustainable energy, 2015, 6(2): 422-433.
[12] 鲁卓欣, 徐潇源, 严正, 等. 不确定性环境下数据驱动的电力系统优化调度方法综述[J]. 电力系统自动化, 2020, 44(21): 172-183.
LU Z X, XU X Y, YAN Z, et al.Overview on data-driven optimal scheduling methods of power system in uncertain environment[J]. Automation of electric power systems, 2020, 44(21): 172-183.
[13] 温俊强, 曾博, 张建华. 配电网中分布式风电可调鲁棒优化规划[J]. 电网技术, 2016, 40(1): 227-233.
WEN J Q, ZENG B, ZHANG J H.Adjustable robust optimization for distributed wind power planning in distribution network[J]. Power system technology, 2016, 40(1): 227-233.
[14] 曹益奇, 白晓清, 王婷婷, 等. 计及分布式电源随机出力的三相配电网可调鲁棒无功优化[J]. 电网技术, 2018, 42(4): 1217-1225.
CAO Y Q, BAI X Q, WANG T T, et al.Adjustable robust reactive power optimization considering random distributed power integration in three-phase distribution network[J]. Power system technology, 2018, 42(4): 1217-1225.
[15] 梁栋, 郭育威, 王笑雪, 等. 考虑储能与动态重构的柔性互联配电系统两阶段鲁棒优化[J]. 电力建设, 2022, 43(9): 94-103.
LIANG D, GUO Y W, WANG X X, et al.Two-stage robust optimization for flexible interconnected distribution systems considering energy storages and dynamic reconfiguration[J]. Electric power construction, 2022, 43(9): 94-103.
[16] NGUYEN Q, PADULLAPARTI H V, LAO K W, et al.Exact optimal power dispatch in unbalanced distribution systems with high PV penetration[J]. IEEE transactions on power systems, 2019, 34(1): 718-728.
[17] LI N, CHEN L J, LOW S H.Exact convex relaxation of OPF for radial networks using branch flow model[C]//2012 IEEE Third International Conference on Smart Grid Communications (SmartGridComm). Tainan, Taiwan, China, 2012: 7-12.
[18] 贺帅佳, 高红均, 刘俊勇, 等. 计及需求响应柔性调节的分布鲁棒DG优化配置[J]. 中国电机工程学报, 2019, 39(8): 2253-2264, 8.
HE S J, GAO H J, LIU J Y, et al.Distributionally robust optimal DG allocation model considering flexible adjustment of demand response[J]. Proceedings of the CSEE, 2019, 39(8): 2253-2264, 8.
[19] LI Z M, XU Y.Temporally-coordinated optimal operation of a multi-energy microgrid under diverse uncertainties[J]. Applied energy, 2019, 240: 719-729.
[20] 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.
[21] 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, 4307.
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, 4307.
[22] 吴江, 王晶晶, 张强, 等. 考虑电转气消纳风电的电-气综合能源系统两阶段鲁棒协同调度[J]. 太阳能学报, 2022, 43(2): 436-443.
WU J, WANG J J, ZHANG Q, et al.Two-stage robust cooperative scheduling for electricity-gas integrated energy system considering power-to-gas for wind power accommodation[J]. Acta energiae solaris sinica, 2022, 43(2): 436-443.
[23] LI R, WEI W, MEI S W, et al.Participation of an energy hub in electricity and heat distribution markets: an MPEC approach[J]. IEEE transactions on smart grid, 2019, 10(4): 3641-3653.
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