BILEVEL DISTRIBUTIONALLY ROBUST SCHEDULING OF ACTIVE DISTRIBUTION NETWORK BASED ON DYNAMIC PRICING MECHANISM

Gao Yuan, Hu Sile, Wang Yuan, Bi Yue, Zhao Yucan, Yang Jiaqiang

Acta Energiae Solaris Sinica ›› 2025, Vol. 46 ›› Issue (7) : 206-217.

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Acta Energiae Solaris Sinica ›› 2025, Vol. 46 ›› Issue (7) : 206-217. DOI: 10.19912/j.0254-0096.tynxb.2024-0370
Special Topics of Academic Papers at the 47th Annual Meeting of the China Association for Science and Technology

BILEVEL DISTRIBUTIONALLY ROBUST SCHEDULING OF ACTIVE DISTRIBUTION NETWORK BASED ON DYNAMIC PRICING MECHANISM

  • Gao Yuan1, Hu Sile1,2, Wang Yuan3, Bi Yue1, Zhao Yucan1, Yang Jiaqiang1
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Abstract

This paper tackles the complexities of benefit allocation among diverse stakeholders and layered uncertainties in collaborative operations, by proposing a dynamic pricing based bilevel distributionally robust scheduling approach for enhanced control over energy in multi-microgrid active distribution networks. At the outset, it addresses the challenge of equitable benefit allocation between active distribution network and multiple microgrids through a dynamic pricing mechanism sensitive to branch losses and energy-load distribution patterns. A structured bilevel model emerges, where the active distribution network determines transaction prices for microgrids through this pricing mechanism, while microgrids respond by adjusting their load schedules according to their demand requirements. Moreover, the influence of main grid price fluctuations and renewable energy production variability is encapsulated within a resilient bilevel distributed model. Through the application of mathematical deduction and duality theory, the original problem is reformulated into a mixed-integer second-order bi-level cone bilevel model, solved iteratively using a bisection method combined with the GUROBI solver. The practical efficacy of the proposed framework is demonstrated through the adaptation of the modified IEEE 33-node system.

Key words

active distribution network / bilevel optimization / dynamic pricing / bisection method / distributionally robust optimization

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Gao Yuan, Hu Sile, Wang Yuan, Bi Yue, Zhao Yucan, Yang Jiaqiang. BILEVEL DISTRIBUTIONALLY ROBUST SCHEDULING OF ACTIVE DISTRIBUTION NETWORK BASED ON DYNAMIC PRICING MECHANISM[J]. Acta Energiae Solaris Sinica. 2025, 46(7): 206-217 https://doi.org/10.19912/j.0254-0096.tynxb.2024-0370

References

[1] 盛万兴, 刘科研, 李昭, 等. 新型配电系统形态演化与安全高效运行方法综述[J]. 高电压技术, 2024, 50(1): 1-18.
SHENG W X, LIU K Y, LI Z, et al.Review of basic theory and methods of morphological evolution and safe & efficient operation of new distribution system[J]. High voltage engineering, 2024, 50(1): 1-18.
[2] 刘运鑫, 姚良忠, 赵波, 等. 考虑灵活组群的配电网-微电网群低碳经济调度方法[J]. 电力系统自动化, 2024, 48(20): 59-68.
LIU Y X, YAO L Z, ZHAO B, et al.Low carbon economic dispatch method for flexible grouping of distribution network microgrid clusters[J]. Automation of electric power systems, 2024, 48(20): 59-68.
[3] 马丽, 薛飞, 石季英, 等. 有源配电网分布式电源与智能软开关三层协调规划模型[J]. 电力系统自动化, 2018, 42(11): 86-93.
MA L, XUE F, SHI J Y, et al.Tri-level coordinated planning model of distributed generator and intelligent soft open point for active distribution network[J]. Automation of electric power systems, 2018, 42(11): 86-93.
[4] 祝荣, 任永峰, 孟庆天, 等. 基于合作博弈的综合能源系统电-热-气协同优化运行策略[J]. 太阳能学报, 2022, 43(4): 20-29.
ZHU R, REN Y F, MENG Q T, et al.Electricity-heat-gas cooperative optimal operation strategy of integrated energy system based on cooperative game[J]. Acta energiae solaris sinica, 2022, 43(4): 20-29.
[5] 潘虹锦, 高红均, 杨艳红, 等. 基于主从博弈的售电商多元零售套餐设计与多级市场购电策略[J]. 中国电机工程学报, 2022, 42(13): 4785-4800.
PAN H J, GAO H J, YANG Y H, et al.Multi-type retail packages design and multi-level market power purchase strategy for electricity retailers based on master-slave game[J]. Proceedings of the CSEE, 2022, 42(13): 4785-4800.
[6] 胡洁, 李培强, 林仕满, 等. 考虑分时电价差异性和基于主从博弈的智能楼宇集群能量共享方法[J]. 电网技术, 2021, 45(12): 4738-4750.
HU J, LI P Q, LIN S M, et al.Energy-sharing method for smart building clusters considering differences of time-of-use prices and based on master-slave game[J]. Power system technology, 2021, 45(12): 4738-4750.
[7] 刘畅, 刘文霞, 高雪倩, 等. 基于主从博弈的配电网-多综合能源系统协调规划[J]. 电力自动化设备, 2022, 42(6): 45-52.
LIU C, LIU W X, GAO X Q, et al.Coordinative planning of distribution network and multiple integrated energy systems based on Stackelberg game[J]. Electric power automation equipment, 2022, 42(6): 45-52.
[8] LIU Y X, GUO L, WANG C S.A robust operation-based scheduling optimization for smart distribution networks with multi-microgrids[J]. Applied energy, 2018, 228: 130-140.
[9] LI Y, HAN M, YANG Z, et al.Coordinating flexible demand response and renewable uncertainties for scheduling of community integrated energy systems with an electric vehicle charging station: a bi-level approach[J]. IEEE transactions on sustainable energy, 2021, 12(4): 2321-2331.
[10] 张程, 匡宇, 邹复民, 等. 考虑风光不确定性与电动汽车的综合能源系统低碳经济调度[J]. 电力自动化设备, 2022, 42(10): 236-244.
ZHANG C, KUANG Y, ZOU F M, et al.Low carbon economic dispatch of integrated energy system considering wind and solar uncertainty and electric vehicles[J]. Electric power automation equipment, 2022, 42(10): 236-244.
[11] 仇书山, 毛承雄, 马春艳, 等. 基于能源路由器的配电网与综合能源微网群协同运行优化[J]. 高电压技术, 2022, 48(12): 5024-5036.
QIU S S, MAO C X, MA C Y, et al.Cooperative operation optimization of distribution network and multi-microgrid integrated energy system based on energy router[J]. High voltage engineering, 2022, 48(12): 5024-5036.
[12] 冯昌森, 任冬冬, 沈佳静, 等. 计及多能共享的互联微能源网的分布式协同优化调度[J]. 电力系统自动化, 2022, 46(11): 47-57.
FENG C S, REN D D, SHEN J J, et al.Distributed coordinated optimal scheduling of interconnected micro-energy grids considering multi-energy sharing[J]. Automation of electric power systems, 2022, 46(11): 47-57.
[13] 崔杨, 张汇泉, 仲悟之, 等. 考虑需求响应的含光热电站可再生能源高渗透率电力系统多源优化调度[J]. 高电压技术, 2020, 46(5): 1486-1496.
CUI Y, ZHANG H Q, ZHONG W Z, et al.Multi-source optimal scheduling of renewable energy high-permeability power system with CSP plants considering demand response[J]. High voltage engineering, 2020, 46(5): 1486-1496.
[14] 邓钰龙, 李春燕, 邵常政, 等. 电热气氢综合能源系统随机优化调度[J]. 太阳能学报, 2023, 44(11): 522-529.
DENG Y L, LI C Y, SHAO C Z, et al.Stochastic optimal scheduling of integrated electric-heat-gas-hydrogen energy system[J]. Acta energiae solaris sinica, 2023, 44(11): 522-529.
[15] 李笑竹, 王维庆, 王海云, 等. 虚拟电厂参与的交直流混合微网双层多目标鲁棒优化调度[J]. 高电压技术, 2020, 46(7): 2350-2361.
LI X Z, WANG W Q, WANG H Y, et al.Bi-level and multi-objective robust optimal dispatching of AC/DC hybrid microgrid with virtual power plant participation[J]. High voltage engineering, 2020, 46(7): 2350-2361.
[16] 詹博淳, 冯昌森, 尚楠, 等. 发电联盟参与电-碳-绿证市场的协同优化策略[J]. 电力系统及其自动化学报, 2023, 35(11): 84-94.
ZHAN B C, FENG C S, SHANG N, et al.Collaborative optimization strategy for generation alliance participating in electricity-carbon-green certificate markets[J]. Proceedings of the CSU-EPSA, 2023, 35(11): 84-94.
[17] 张世旭, 苗世洪, 杨炜晨, 等. 基于自适应步长ADMM的配电网分布式鲁棒优化调度策略[J]. 高电压技术, 2021, 47(1): 81-93.
ZHANG S X, MIAO S H, YANG W C, et al.Distributed robust optimal dispatch for active distribution networks based on alternative direction method of multipliers with dynamic step size[J]. High voltage engineering, 2021, 47(1): 81-93.
[18] 曾子龙, 李培强, 李勇, 等. 考虑条件风险价值的交直流系统两阶段分布鲁棒低碳经济优化调度[J]. 高电压技术, 2024, 50(1): 157-168.
ZENG Z L, LI P Q, LI Y, et al.Low-carbon distributionally two-stage robust optimization considering conditional value-at-risk for hybrid AC/DC grids[J]. High voltage engineering, 2024, 50(1): 157-168.
[19] JIN X L, WU Q W, JIA H J, et al.Optimal integration of building heating loads in integrated heating/electricity community energy systems: a bi-level MPC approach[J]. IEEE transactions on sustainable energy, 2021, 12(3): 1741-1754.
[20] JAMALI A, AGHAEI J, ESMAILI M, et al.Self-scheduling approach to coordinating wind power producers with energy storage and demand response[J]. IEEE transactions on sustainable energy, 2020, 11(3): 1210-1219.
[21] 杨胡萍, 李晓馨, 曹正东, 等. 考虑风光的两阶段配电网动态重构方法[J]. 电力系统保护与控制, 2023, 51(21): 12-21.
YANG H P, LI X X, CAO Z D, et al.A two-stage dynamic reconfiguration method for distribution networks considering wind and solar power[J]. Power system protection and control, 2023, 51(21): 12-21.
[22] 税月, 刘俊勇, 高红均, 等. 考虑风电不确定性的电气能源系统两阶段分布鲁棒协同调度[J]. 电力系统自动化, 2018, 42(13): 43-50, 75.
SHUI Y, LIU J Y, GAO H J, et al.Two-stage distributed robust cooperative dispatch for integrated electricity and natural gas energy systems considering uncertainty of wind power[J]. Automation of electric power systems, 2018, 42(13): 43-50, 75.
[23] 童宇轩, 胡俊杰, 刘雪涛, 等. 新能源电力系统灵活性供需量化及分布鲁棒优化调度[J]. 电力系统自动化, 2023, 47(15): 80-90.
TONG Y X, HU J J, LIU X T, et al.Quantification of flexibility supply and demand and distributionally robust optimal dispatch of renewable energy dominated power systems[J]. Automation of electric power systems, 2023, 47(15): 80-90.
[24] 任建文, 张青青. 基于能源区块链的虚拟电厂两阶段鲁棒优化调度[J]. 电力自动化设备, 2020, 40(8): 23-30.
REN J W, ZHANG Q Q.Two-stage robust optimal scheduling of virtual power plant based on energy blockchain[J]. Electric power automation equipment, 2020, 40(8): 23-30.
[25] MOHAJERIN ESFAHANI P, KUHN D.Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations[J]. Mathematical programming, 2018, 171(1): 115-166.
[26] 陈乾, 张沈习, 程浩忠, 等. 计及热网蓄热特性的多区域综合能源系统多元储能规划[J]. 中国电机工程学报, 2023, 43(15): 5890-5903.
CHEN Q, ZHANG S X, CHENG H Z, et al.Multiple energy storage planning of multi-district integrated energy system considering heat storage characteristics of heat network[J]. Proceedings of CSEE, 2023, 43(15): 5890-5903.
[27] 杨冬锋, 王轶琳, 杨士慧, 等. 基于混合博弈的多微网-共享储能双层能量交易策略[J]. 高电压技术, 2024, 50(4): 1392-1402.
YANG D F, WANG Y L, YANG S H, et al.Dual-layer energy trading strategy for multi-microgrid-shared energy storage based on mixed game[J]. High voltage engineering, 2024, 50(4): 1392-1402.
[28] CHENG Y H, ZHANG N, ZHANG B S, et al.Low-carbon operation of multiple energy systems based on energy-carbon integrated prices[J]. IEEE transactions on smart grid, 2020, 11(2): 1307-1318.
[29] 李东东, 汪露璐, 王维, 等. 考虑源荷互动的综合能源系统多目标双层规划[J].电网技术, 2024, 48(2): 527-542.
LI D D, WANG L L, WANG W, et al.Multi-objective bi-level planning of integrated energy systems considering source-load interaction[J]. Power system technology, 2024, 48(2): 527-542.
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