Combined Distributed Robust Economic Dispatch of Distribution Network and Multiple Microgrids

Xiaoqian ZHOU; Qian AI

doi:10.7500/AEPS20190501002

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Combined Distributed Robust Economic Dispatch of Distribution Network and Multiple Microgrids

Basic Research | 更新时间：2025-06-16

- Combined Distributed Robust Economic Dispatch of Distribution Network and Multiple Microgrids
- Automation of Electric Power Systems Vol. 44, Issue 7, Pages: 23-30(2020)
- 作者机构：
  
  1. 电力传输与功率变换控制教育部重点实验室，上海交通大学，上海市 200240
  2. 上海交通大学电子信息与电气工程学院，上海市 200240
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China
- DOI：10.7500/AEPS20190501002
  CLC：
- Received：01 May 2019，
  
  Revised：2019-08-01，
  
  Published Online：01 March 2020，
  
  Published：10 April 2020
- 稿件说明：
移动端阅览
周晓倩,艾芊.配电网与多微网联合分布式鲁棒经济调度[J].电力系统自动化,2020,44(7):23-30.

ZHOU Xiaoqian,AI Qian.Combined Distributed Robust Economic Dispatch of Distribution Network and Multiple Microgrids[J].Automation of Electric Power Systems,2020,44(7):23-30.
周晓倩,艾芊.配电网与多微网联合分布式鲁棒经济调度[J].电力系统自动化,2020,44(7):23-30. DOI： 10.7500/AEPS20190501002.

ZHOU Xiaoqian,AI Qian.Combined Distributed Robust Economic Dispatch of Distribution Network and Multiple Microgrids[J].Automation of Electric Power Systems,2020,44(7):23-30. DOI： 10.7500/AEPS20190501002.

摘要

对于一种混合连接的联合多微网以及配电网的拓扑架构，通过引入虚拟协调器以及互联线等效化，将拓扑分解为具有“部件-子系统-主系统”特征的3层系统，从而便于利用目标级联分析算法分布式求解对应的经济调度问题，同时采用鲁棒优化来处理由可再生能源和负荷带来的不确定性。具体来说，建立的鲁棒经济调度模型采用列与约束生成算法且联合目标级联分析算法进行分布式求解。所提的分布式算法仅需配电网运行商、虚拟协调器代理商和微网运行商各个层级之间的少量数据交换即可求得最优值，有效地保证了不同实体的隐私。最后，在含有6个微网的改进的IEEE 33系统上进行了算例分析，结果表明了所提分布式算法的有效性。

Abstract

Aiming at the topology architecture of a hybrid combined multi-microgrid and distribution network

the virtual coordinator and the interconnection line equivalence are introduced and make the topology become three-layer system

which consists of component

subsystem and main system. Therefore

analytical target cascading (ATC) algorithm can be used to distributedly solve the corresponding economic dispatching problem. Meanwhile

robust optimization can deal with the uncertainty caused by renewable energies and loads. Specifically

the built robust economic dispatch model can be distributedly solved by combined column-and-constraint generation and ATC algorithm. To get the optimal value

proposed distributed method only needs small amount of data exchange of every layer among distribution network operator

virtual-zone coordinator and multi-microgrid operator

which effectively guarantees the privacy of different entities. Finally

a case study is carried out on an improved IEEE 33 system with six microgrids. The results verify the effectiveness of the proposed distributed algorithm.

关键词

Keywords

references

MA Y ， ZHOU K , ZHOU X . Overview on micro-grid technology research [J]. Advanced Materials Research , 2013 , 749 : 618 - 621 .

BULLICH-MASSAGUÉ E , DÍAZ-GONZÁLEZ F , ARAGÜÉS-PEÑALBA M , et al . Microgrid clustering architectures [J]. Applied Energy , 2018 , 212 : 340 - 361 .

WANG Z , CHEN B , WANG J , et al . Decentralized energy management system for networked microgrids in grid-connected and islanded modes [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 2 ): 1097 - 1105 .

GAO H J , LIU J Y , WANG L F , et al . Decentralized energy management for networked microgrids in future distribution systems [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 4 ): 3599 - 3610 .

谢敏 , 吉祥 , 柯少佳 , 等 . 基于目标级联分析法的多微网主动配电系统自治优化经济调度 [J]. 中国电机工程学报 , 2017 , 37 ( 17 ): 4911 - 4921 .

XIE Min , JI Xiang , KE Shaojia , et al . Autonomous optimized economic dispatch of active distribution power system with multi-microgrids based on analytical target cascading theory [J]. Proceedings of the CSEE , 2017 , 37 ( 17 ): 4911 - 4921 .

MA W J , WANG J , GUPTA , et al . Distributed energy management for networked microgrids using online ADMM with regret [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 2 ): 847 - 856 .

ZHAO Y , YU J , BAN M , et al . Privacy-preserving economic dispatch for an active distribution network with multiple networked microgrids [J]. IEEE Access , 2018 , 6 : 38802 - 38819 .

LIU T , TAN X , SUN B , et al . Energy management of cooperative microgrids: a distributed optimization approach [J]. International Journal of Electrical Power & Energy Systems , 2018 , 96 : 335 - 346 .

ALBAKER A , MAJZOOBI A , ZHAO G , et al . Privacy-preserving optimal scheduling of integrated microgrids [J]. Electric Power Systems Research , 2018 , 163 : 164 - 173 .

LIU G , STARKE M , XIAO B , et al . Robust optimisation-based microgrid scheduling with islanding constraints [J]. IET Generation , Transmission & Distribution , 2017 , 11 ( 7 ): 1820 - 1828 .

LI Z , SHAHIDEHPOUR M , WU W , et al . Decentralized multiarea robust generation unit and tie-line scheduling under wind power uncertainty [J]. IEEE Transactions on Sustainable Energy , 2015 , 6 ( 4 ): 1377 - 1388 .

陈健 , 张维桐 , 林达 , 等 . 基于改进交替方向乘子法的电-气-热系统分布式优化调度 [J]. 电力系统自动化 , 2019 , 43 ( 7 ): 50 - 58 .

CHEN Jian , ZHANG Weitong , LIN Da , et al . Distributed optimal dispatch of integrated electricity-gas-heating system based on improved alternative direction multiplier method [J]. Automation of Electric Power Systems , 2019 , 43 ( 7 ): 50 - 58 .

KARGARIAN A , MEHRTASH M , FALAHATI B . Decentralized implementation of unit commitment with analytical target cascading: a parallel approach [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 4 ): 3981 - 3993 .

MALEKPOUR A , PAHWA A . Stochastic networked microgrid energy management with correlated wind generators [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 5 ): 3681 - 3693 .

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 ): 1 - 11 .

LIU Yixin , GUO Li , WANG Chengshan . Economic dispatch of microgrid based on two stage robust optimization [J]. Proceedings of the CSEE , 2018 , 38 ( 14 ): 1 - 11 .

WANG Z , CHEN B , WANG J , et al . Coordinated energy management of networked microgrids in distribution systems [J]. IEEE Transactions on Smart Grid , 2015 , 6 ( 1 ): 45 - 53 .

文云峰 , 瞿小斌 , 肖友强 , 等 . 耦合能量枢纽多区域电-气互联能源系统分布式协同优化调度 [J]. 电力系统自动化 , 2019 , 43 ( 9 ): 22 - 30 .

WEN Yunfeng , QU Xiaobin , XIAO Youqiang , et al . Distributed coordinated optimal dispatch of multi-regional electricity-gas integrated energy systems with energy hubs [J]. Automation of Electric Power Systems , 2019 , 43 ( 9 ): 22 - 30 .

王冠男 , 杨镜非 , 王硕 , 等 . 考虑电动汽车换电站调度和区块链存储的电网分布式优化 [J]. 电力系统自动化 , 2019 , 43 ( 8 ): 110 - 117 .

WANG Guannan , YANG Jingfei , WANG Shuo , et al . Distributed optimization of power grid considering dispatching of electric vehicle battery swapping stations and data storage of blockchain [J]. Automation of Electric Power Systems , 2019 , 43 ( 8 ): 110 - 117 .

CARRASCO M , MANCILLA-DAVID F , ANGULO A , et al . Proximal Jacobian distribution optimal power flow in a distributed cyber-physical environment [J]. IEEE Journal on Emerging and Selected Topics in Circuits and Systems , 2017 , 7 ( 2 ): 319 - 328 .

周晓倩 , 艾芊 , 王皓 . 即插即用微电网集群分布式优化调度 [J]. 电力系统自动化 , 2018 , 42 ( 18 ): 106 - 113 .

ZHOU Xiaoqian , AI Qian , WANG Hao . Plug-in and plug-out distributed optimal scheduling of microgrid cluster [J]. Automation of Electric Power Systems , 2018 , 42 ( 18 ): 106 - 113 .

DORMOHAMMADI S , RAIS-ROHANI M . Exponential penalty function formulation for multilevel optimization using the analytical target cascading framework [J]. Structural and Multidisciplinary Optimization , 2013 , 47 ( 4 ): 599 - 612 .

WANG Y M , WU L , LI J . A fully distributed asynchronous approach for multi-area coordinated network-constrained unit commitment [J]. Optimization and Engineering , 2018 , 19 ( 2 ): 419 - 452 .

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