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

被引:64
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
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
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
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