Cooperative energy dispatch for multiple autonomous microgrids with distributed renewable sources and storages

被引:26
作者
Fang, Xinli [1 ,2 ,3 ]
Ma, Shihao [1 ,2 ]
Yang, Qiang [3 ]
Zhang, Jintao [1 ,2 ]
机构
[1] Powerchina Huadong Engn Corp Ltd, Hangzhou 311122, Zhejiang, Peoples R China
[2] Hangzhou Huachen Elect Power Control Co LTD, Hangzhou 311122, Zhejiang, Peoples R China
[3] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Autonomous microgrid; Collective dispatch; Minimum spanning tree; Linear matrix inequality; MANAGEMENT; SYSTEMS; WIND;
D O I
10.1016/j.energy.2016.01.036
中图分类号
O414.1 [热力学];
学科分类号
摘要
The increasing number of intermittent renewable DGs (distributed generators) penetrating into current MGs (microgrids) brings direct challenges in operation, e.g. voltage raise effect, power quality, protection and stability, energy management, e.g. DG-demand matching energy utilization efficiency, as well as power supply security of CLs (critical loads). This paper presents a collective energy dispatch solution to optimally coordinate DGs, distributed SUs (storage units) and critical demands across multiple AMGs (autonomous MGs) based on a "tree stem-leaves" approach. The energy distribution network consisting of multiple AMGs are modeled mathematically as a weighted matrix simultaneously considering power loss and reliability statistics. The revised MST (minimum spanning tree) algorithm is adopted to identify the optimal DG-CL and SU-CL mappings ("tree stems") for energy supply, and the LMI (linear matrix inequality) algorithm determines the NLs (non-critical loads) to be supplied and added to the "stems" as "tree leaves". Such energy network structure formed by "stem" and "leaves" can vary over time in case that significant changes are identified during MG operation (e.g. DG and demand dynamics), and the functionalities can be implemented through intelligent system management tools, e.g. multi-agent systems. As a result, it can consistently lead to optimal energy management with significantly improved CL supply security, global DG utilization efficiency, and generation-demand matching performance. The suggested solution is verified by carrying out a set of simulation experiments for a range of network scenarios (e.g. various renewable penetration ratios) based on IEEE 33-bus network model, and the numerical result clearly confirms the effectiveness and technical benefits. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:48 / 57
页数:10
相关论文
共 23 条
[1]   Sizing criteria of hybrid photovoltaic-wind systems with battery storage and self-consumption considering interaction with the grid [J].
Bayod-Rujula, Angel A. ;
Haro-Larrode, Marta E. ;
Martinez-Gracia, Amaya .
SOLAR ENERGY, 2013, 98 :582-591
[2]   Hierarchical Structure of Microgrids Control System [J].
Bidram, Ali ;
Davoudi, Ali .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :1963-1976
[3]  
Chuansheng X., 2012, SYSTEMS ENG PROCEDIA, V4, P203, DOI [10.1016/j.sepro.2011.11.067, DOI 10.1016/J.SEPRO.2011.11.067]
[4]   Multi-Agent Based Hierarchical Hybrid Control for Smart Microgrid [J].
Dou, Chun-Xia ;
Liu, Bin .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (02) :771-778
[5]   A Distributed Control Strategy for Coordination of an Autonomous LVDC Microgrid Based on Power-Line Signaling [J].
Dragicevic, Tomislav ;
Guerrero, Josep M. ;
Vasquez, Juan C. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3313-3326
[6]   Novel Coordinated Voltage Control for Smart Distribution Networks With DG [J].
Elkhatib, Mohamed E. ;
El-Shatshat, Ramadan ;
Salama, Magdy M. A. .
IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (04) :598-605
[7]   Coordinated dispatch in multiple cooperative autonomous islanded microgrids [J].
Fang, Xinli ;
Yang, Qiang ;
Wang, Jianhui ;
Yan, Wenjun .
APPLIED ENERGY, 2016, 162 :40-48
[8]  
GRAHAM RL, 1985, ANN HIST COMPUT, V7, P43
[9]   A Multi-Agent System Architecture for Smart Grid Management and Forecasting of Energy Demand in Virtual Power Plants [J].
Hernandez, Luis ;
Baladron, Carlos ;
Aguiar, Javier M. ;
Carro, Belen ;
Sanchez-Esguevillas, Antonio ;
Lloret, Jaime ;
Chinarro, David ;
Gomez-Sanz, Jorge J. ;
Cook, Diane .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (01) :106-113
[10]   Implementation of Hierarchical Control in DC Microgrids [J].
Jin, Chi ;
Wang, Peng ;
Xiao, Jianfang ;
Tang, Yi ;
Choo, Fook Hoong .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (08) :4032-4042