Energy Management and Distributed Energy Resources Cluster Control for Active Distribution Networks

Wenchuan WU; Boming ZHANG; Hongbin SUN; Bin WANG; Yue YANG; Haotian LIU; Chenhui LIN; Siyuan WANG

doi:10.7500/AEPS20191030001

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Energy Management and Distributed Energy Resources Cluster Control for Active Distribution Networks

Application Research | 更新时间：2025-06-16

- Energy Management and Distributed Energy Resources Cluster Control for Active Distribution Networks
- Automation of Electric Power Systems Vol. 44, Issue 9, Pages: 111-118(2020)
- 作者机构：
  
  1.电力系统及发电设备控制和仿真国家重点实验室，清华大学，北京市 100084
  2.清华大学电机工程与应用电子技术系，北京市 100084
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China
- DOI：10.7500/AEPS20191030001
  CLC：
- Received：30 October 2019，
  
  Revised：2020-01-07，
  
  Published Online：05 February 2020，
  
  Published：10 May 2020
- 稿件说明：
移动端阅览
吴文传,张伯明,孙宏斌等.主动配电网能量管理与分布式资源集群控制[J].电力系统自动化,2020,44(9):111-118.

WU Wenchuan,ZHANG Boming,SUN Hongbin,et al.Energy Management and Distributed Energy Resources Cluster Control for Active Distribution Networks[J].Automation of Electric Power Systems,2020,44(9):111-118.
吴文传,张伯明,孙宏斌等.主动配电网能量管理与分布式资源集群控制[J].电力系统自动化,2020,44(9):111-118. DOI： 10.7500/AEPS20191030001.

WU Wenchuan,ZHANG Boming,SUN Hongbin,et al.Energy Management and Distributed Energy Resources Cluster Control for Active Distribution Networks[J].Automation of Electric Power Systems,2020,44(9):111-118. DOI： 10.7500/AEPS20191030001.

摘要

大量分布式资源并网运行的主动配电网，若采用传统集中式的调控决策体系，面临控制敏捷性、系统可靠性、海量通信和信息隐私等问题。文中设计了“集群自律-群间协调-输配协同”的主动配电网能量管理与运行调控的体系结构，并开发了相应的系统。然后，重点介绍了这种集群控制、多级协调的调控体系特点和关键技术：①主动配电网网络分析技术；②分布式集群调控技术；③考虑不确定性的配电网有功和无功协调优化技术；④输配电网分布式协调调度技术。最后，简要介绍了该系统在高比例分布式可再生能源配电网的应用效果

并对后续的研究方向进行了展望。

Abstract

The traditional centralized control system used in active distribution network (ADN) with large number of distributed resources integrated into the grid would meet the problems of control agility

system reliability

mass communication and information privacy. A novel architecture of the energy management and operation regulation system for ADN is proposed. There are thee control levels in this hierarchical control system

including distribution controller for renewable energy resource cluster

optimization of the distribution networks incorporated with multi-cluster and coordination operation of integrated transmission & distribution networks. Then

the characteristics of the proposed system and some key technologies about cluster control

multi-level coordination optimization are mainly introduced: ①network analysis technology for ADN

②distributed cluster control technology

③active power and reactive coordination optimization technology for distribution network considering uncertainty

④distributed coordination and dispatching technology for integrated transmission and distribution networks. Finally

the application effect of the proposed system on distributed renewable energy distribution networks is briefly described

and the future research topics are prospected.

关键词

Keywords

references

MOKHTARI G , NOURBAKHSH G , ZARE F , et al . Overvoltage prevention in LV smart grid using customer resources coordination [J]. Energy and Buildings , 2013 , 6 : 387 - 395 .

NIKNAM T , MEYMAND H Z , MOJARRAD H D . An efficient algorithm for multi-objective optimal operation management of distribution network considering fuel cell power plants [J]. Energy , 2011 , 36 ( 1 ): 119 - 132 .

ACKERMANN T , ABBAD J R , DUDURYCH I M , et al . European balancing act [J]. IEEE Power and Energy Magazine , 2007 , 5 ( 6 ): 90 - 103 .

D’ADAMO C , SAMUEL J , CHAD A . Global survey on planning and operation of active distribution networks [C]// 20th International Conference and Exhibition on Electricity Distribution, June 8-11 , 2009 , Prague , Czech Republic .

WANG Y , AI X , TAN Z , et al . Interactive dispatch modes and bidding strategy of multiple virtual power plants based on demand response and game theory [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 1 ): 1493 - 1502 .

YI Z , XU Y , GU W , et al . A multi-time-scale economic scheduling strategy for virtual power plant based on deferrable loads aggregation and disaggregation [J/OL]. IEEE Transactions on Sustainable Energy [ 2019-12-12 ]. https://ieeexplore.ieee.org/document/8746582 https://ieeexplore.ieee.org/document/8746582 .

GUERRERO J M , CHANDORKAR M , LEE T L , et al . Advanced control architectures for intelligent microgrids: Part Ⅰ decentralized and hierarchical control [J]. IEEE Transactions on Industrial Electronics , 2013 , 60 ( 4 ): 1254 - 1262 .

KEANE A , OCHOA L F , BORGES C L T , et al . State-of-the-art techniques and challenges ahead for distributed generation planning and optimization [J]. IEEE Transactions on Power Systems , 2013 , 28 ( 2 ): 1493 - 1502 .

吴文传 , 张伯明 , 巨云涛 , 等 . 配电网高级应用软件及其实用化关键技术 [J]. 电力系统自动化 , 2015 , 39 ( 1 ): 212 - 219 .

WU Wenchuan , ZHANG Boming , JU Yuntao , et al . Distribution network advanced application software and its key technique [J]. Automation of Electric Power Systems , 2015 , 39 ( 1 ): 212 - 219 .

巨云涛 , 吴文传 , 张伯明，等 . 分布式电源三相稳态模型 [J]. 中国电机工程学报， 2014 , 34 ( 10 ): 1509 - 1518 .

JU Yuntao , WU Wenchuan , ZHANG Boming , et al . Three-phase steady-state models for distributed generators [J]. Proceedings of the CSEE , 2014 , 34 ( 10 ): 1509 - 1518 .

WU W , ZHANG B . A three-phase power flow algorithm for distribution system power flow based on loop-analysis method [J]. International Journal of Electrical Power and Energy Systems ， 2008 , 30 ( 1 ): 8 - 15 .

JU Y , WU W , ZHANG B , et al . An extension of FBS three-phase power flow for handling PV nodes in active distribution network [J]. IEEE Transactions on Smart Grid , 2014 , 5 ( 4 ): 1547 - 1555 .

JU Y , WU W , GE F , et al . Fast decoupled state estimation for distribution network considering branch ampere measurements [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 6 ): 6338 - 6347 .

ZHENG W , WU W , ZHANG B , et al . A fully distributed reactive power optimization and control method for active distribution networks [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 2 ): 1021 - 1033 .

WANG Z , WU W , ZHANG B . A fully distributed power dispatch method for fast frequency recovery and minimal generation cost in autonomous microgrids [J]. IEEE Transactions on Smart Grid , 2016 , 7 ( 1 ): 19 - 31 .

COLOMBINO M , DALL’ANESE E , BERNSTEIN A . Online optimization as a feedback controller: stability and tracking [J/OL]. IEEE Transactions on Control of Network Systems [ 2019-03-30 ]. https://ieeexplore.ieee.org/document/8673636 https://ieeexplore.ieee.org/document/8673636 .

LU L , CHU C . Consensus-based secondary frequency and voltage droop control of virtual synchronous generators for isolated AC micro-grids [J]. IEEE Journal on Emerging and Selected Topics in Circuits and Systems , 2015 , 5 ( 3 ): 443 - 550 .

ŠULC P , BACKHAUS S , CHERTKOV M . Optimal distributed control of reactive power via the alternating direction method of multipliers [J]. IEEE Transactions on Energy Conversion , 2014 , 29 ( 4 ): 968 - 977 .

XU T , WU W . Accelerated ADMM-based fully distributed inverter-based Volt/Var control strategy for active distribution networks [J/OL]. IEEE Transactions on Industrial Informatics [ 2020-01-16 ]. https://ieeexplore.ieee.org/document/8960272 https://ieeexplore.ieee.org/document/8960272 .

XU T , WU W , ZHENG W , et al . Fully distributed quasi-Newton multi-area dynamic economic dispatch method for active distribution networks [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 4 ): 4253 - 4263 .

WANG Z , WU W . Coordinated control method for DFIG-based wind farm to provide primary frequency regulation service [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 3 ): 2644 - 2659 .

WANG Z , WU W , ZHANG B . A distributed quasi-Newton method for droop-free primary frequency control in autonomous microgrids [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 3 ): 2214 - 2223 .

LI Z , WU W , ZHANG B . Coordinated state-estimation based control method for air-conditioning loads to provide primary frequency regulation service [J]. IET Generation , Transmission & Distribution , 2017 , 11 ( 13 ): 3381 - 3388 .

TIAN Z , WU W , ZHANG B , et al . A mixed-integer second-order cone programing model for VAR optimization and network reconfiguration in active distribution networks [J]. IET Generation , Transmission & Distribution , 2016 , 10 ( 8 ): 1938 - 1946 .

JABR R A . Radial distribution load flow using conic programming [J]. IEEE Transactions on Power Systems , 2006 , 21 ( 3 ): 1458 - 1459 .

TIAN Z , WU W . Recover feasible solutions for SOCP relaxation of optimal power flow problems in mesh networks [J]. IET Generation , Transmission & Distribution , 2019 , 13 ( 7 ): 1078 - 1087 .

WU W , TIAN Z , ZHANG B . An exact linearization method for OLTC transformer in branch flow model [J]. IEEE Transactions on Power Systems , 2017 , 32 ( 3 ): 2475 - 2476 .

TIAN Z , WU W , ZHANG B , et al . A mixed integer quadratic programming model for topology identification in distribution network [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 1 ): 823 - 824 .

ZHENG W , WU W , ZHANG B , et al . Robust reactive power optimization and voltage control method for active distribution networks via dual time-scale coordination [J]. IET Generation , Transmission & Distribution , 2017 , 11 ( 6 ): 1461 - 1471 .

YANG Y , WU W . A distributionally robust optimization model for real-time power dispatch in distribution networks [J]. IEEE Transactions on Smart Grid , 2019 , 10 ( 4 ): 3743 - 3752 .

CHEN X , WU W , ZHANG B , et al . Robust restoration method for active distribution network [J]. IEEE Transactions on Power Systems , 2016 , 31 ( 5 ): 4005 - 4015 .

CHEN K , WU W , ZHANG B , et al . Robust restoration decision making model for distribution networks based on information gap decision theory [J]. IEEE Transactions on Smart Grid ， 2015 , 6 ( 2 ): 587 - 597 .

ROOFEGARI NEJAD R , SUN W , GOLSHANI A . Distributed restoration for integrated transmission and distribution systems with DERs [J]. IEEE Transactions on Power Systems , 2019 , 34 ( 6 ): 4964 - 4973 .

LI C , WU W , SHAHIDEHPOUR M . Decentralized AC optimal power flow for integrated transmission and distribution grids [J]. IEEE Transactions on Smart Grid [ 2019-12-12 ]. https://ieeexplore.ieee.org/document/8920033 https://ieeexplore.ieee.org/document/8920033 .

LIN C , WU W , CHEN X , et al . Decentralized dynamic economic dispatch for integrated transmission and active distribution networks using multi-parametric programming [J]. IEEE Transactions on Smart Grid , 2018 , 9 ( 5 ): 4983 - 4993 .

LIN C , WU W , SHAHIDEHPOUR M , et al . A non-iterative decoupled solution of the coordinated robust OPF in transmission and distribution networks with variable generating units [J]. IEEE Transactions on Sustainable Energy [ 2019-12-12 ]. https://ieeexplore.ieee.org/document/8781812 https://ieeexplore.ieee.org/document/8781812 .

LIN C , WU W , ZHANG B , et al . Decentralized reactive power optimization method for transmission and distribution networks accommodating large-scale DG integration [J]. IEEE Transactions on Sustainable Energy , 2017 , 8 ( 1 ): 363 - 373 .

LIN C , WU W , GUO Y . Decentralized robust state estimation of active distribution grids incorporating microgrids based on PMU measurements [J]. IEEE Transactions on Smart Grid , 2020 , 11 ( 1 ): 810 - 820 .

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