Generalized Master-Slave-Splitting Method and Application to Transmission-Distribution Coordinated Energy Management

被引:43
|
作者
Li, Zhengshuo [1 ]
Sun, Hongbin [2 ,3 ]
Guo, Qinglai [2 ,3 ]
Wang, Jianhui [1 ]
Liu, Guangyi [4 ]
机构
[1] Southern Methodist Univ, Dept Elect Engn, Dallas, TX 75205 USA
[2] Tsinghua Berkeley Shenzhen Inst, Berkeley, CA 94704 USA
[3] Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
[4] Global Energy Interconnect Res Inst North Amer, San Jose, CA 95134 USA
基金
中国国家自然科学基金;
关键词
Distributed energy resource (DER); distributed optimization; distribution; energy management; transmission; POWER-FLOW; VOLTAGE STABILITY; INTEGRATED TRANSMISSION; DYNAMIC SIMULATION; DECOMPOSITION; SYSTEM; OPTIMIZATION; GENERATION; RESOURCES; IMPACT;
D O I
10.1109/TPWRS.2018.2890169
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Transmission-distribution coordinated energy management (TDCEM) is recognized as a promising solution to the challenge of high distributed energy resource (DER) penetration, but there is a lack of a distributed computation method that universally and effectively works for the TDCEM. To bridge this gap, this paper presents a generalized master-slave-splitting (G-MSS) method. This method is based on a general-purpose transmission-distribution coordination model called G-TDCM, which enables the G-MSS to be applicable to most of the central functions of the TDCEM. In this G-MSS method, a basic heterogeneous decomposition (HGD) algorithm is first derived from the heterogeneous decomposition of the coupling constraints in the optimality conditions of the G-TDCM. Its optimality and convergence properties are proved. Then, inspired by the sufficient conditions for convergence, a modified HGD algorithm that utilizes the subsystem's response function is developed and demonstrated to converge faster. The distributed G-MSS method is then demonstrated to successfully solve a series of central functions of the TDCEM, e.g., power flow, contingency analysis, voltage stability assessment, economic dispatch, and optimal power flow. The severe issues of over-voltage and erroneous assessment of the system security that are caused by DERs are thus resolved by the G-MSS method with modest computation cost.
引用
收藏
页码:5169 / 5183
页数:15
相关论文
共 13 条
  • [1] Master-Slave-Splitting Based Distributed Global Power Flow Method for Integrated Transmission and Distribution Analysis
    Sun, Hongbin
    Guo, Qinglai
    Zhang, Boming
    Guo, Ye
    Li, Zhengshuo
    Wang, Jianhui
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (03) : 1484 - 1492
  • [2] Transmission Expansion Planning Coordinated With Distribution Networks Based on Generalized Master-slave Splitting Theory
    Liu, Dundun
    Liu, Lu
    Cheng, Haozhong
    Li, Aowei
    Li, Gang
    Zhang, Xiaohu
    [J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2021, 41 (17): : 5856 - 5865
  • [3] A Novel Method Mixed Power Flow in Transmission and Distribution Systems by Using Master-Slave Splitting Method
    Abbasi, Alireza
    Seifi, Alireza
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2008, 36 (11) : 1141 - 1149
  • [4] Asynchronous distributed global power flow method for transmission-distribution coordinated analysis considering communication conditions
    Tang, Kunjie
    Dong, Shufeng
    Liu, Yuquan
    Wang, Li
    Song, Yonghua
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2020, 182
  • [5] Multi-energy complement and coordinated post-contingency recovery method of distribution energy networks based on master-slave game theory
    Ma, Tianxiang
    Jia, Boyan
    Lu, Zhigang
    Cheng, Xiao
    Wang, Daiyuan
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2020, 40 (05): : 38 - 46
  • [6] Master-Slave Splitting Algorithm of Global Dynamic Power Flow for Transmission and Distribution Networks with Electromagnetic Loop Networks
    Yang, Yi
    Guo, Zhizhong
    [J]. Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2019, 43 (14): : 143 - 150
  • [7] Research on the coordinated optimization operation method of Park Comprehensive Energy System Based on master-slave game
    Xu, Nan
    Zhou, Bo
    Nie, Jing
    Song, Yan
    Zhao, Zihao
    [J]. 2021 5TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL SCIENCE (AEECS 2021), 2021, 245
  • [8] APPLICATION OF A GENERALIZED WKB METHOD TO THE STUDY OF INVERSION SPLITTING OF MOLECULAR-ENERGY VIBRATION LEVELS
    TUREV, AV
    ZHIRNOV, NI
    [J]. OPTIKA I SPEKTROSKOPIYA, 1979, 46 (04): : 669 - 672
  • [9] Hybrid type Energy Management System E1000 and technical approaches to parallel operation by master/slave method
    Morishima, Yoichi
    Kono, Yusuke
    Saito, Suzuo
    Matsumoto, Hiroaki
    Rayner, Mark
    [J]. 2020 23RD INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2020, : 2069 - 2072
  • [10] Coordinated Power Supply Restoration Method of Resilient Urban Transmission and Distribution Networks Considering Intermittent New Energy
    Yang, Qiming
    Li, Gengfeng
    Bie, Zhaohong
    Wu, Jiayu
    Lin, Chaofan
    Liu, Dafu
    [J]. Gaodianya Jishu/High Voltage Engineering, 2023, 49 (07): : 2764 - 2779