MAS-based solution to energy management strategy of distributed generation system

被引:28
作者
Dou, Chun-xia [1 ]
Wang, Wei-qian [1 ]
Hao, Da-Wei [1 ]
Li, Xin-bin [1 ]
机构
[1] Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Peoples R China
基金
中国国家自然科学基金;
关键词
DGS; Energy management; MAS; VSA; DER; PN;
D O I
10.1016/j.ijepes.2015.01.026
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
This paper focuses on the energy management issue of a Distributed Generation System (DGS) for ensuring energy supply with high security. Firstly, considering that the DGS is composed of many types of Distributed Energy Resources (DERs) and a group of loads, a Multi-Agents System (MAS) based two hierarchical decentralized coordinated control scheme is constructed to deal with the complex energy management problem of the DGS, and JADE platform is applied to implement the MAS based energy management strategies. Then, the mode switching behaviors of each DER or load unit are described based on Petri Net (PN) models. And a Voltage Security Assessment (VSA) L-index is constructed. According to the L-index, four different operating modes of the DGS are determined and the coordinated control commands in the upper level agent are drafted. Based on PN models, according to the coordinated control commands, the switching control strategies are designed in the lower level respective unit agent to ensure secure energy supply against variable operating conditions. Moreover, the decentralized continuous controller in the lower level unit agent is also presented to dynamically regulate the output performance. Finally, the validity of proposed control scheme is demonstrated by means of simulation results. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:354 / 366
页数:13
相关论文
共 19 条
[1]
[Anonymous], 2012, IEEE POW ENER SOC GE
[2]
Bellifemine F. L., 2007, Developing MultiAgent Systems with JADE
[3]
Colson CM, 2011, P 18 IFAC WORLD C
[4]
Transient control for micro-grid with multiple distributed generations based on hybrid system theory [J].
Dou, C. X. ;
Liu, B. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) :408-417
[5]
Hierarchical management and control based on MAS for distribution grid via intelligent mode switching [J].
Dou, Chun-xia ;
Liu, Bin .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 :352-366
[6]
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
[7]
Hybrid control for high-penetration distribution grid based on operational mode conversion [J].
Dou, Chun-xia ;
Liu, Bin ;
Hill, David J. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2013, 7 (07) :700-708
[8]
A multi-agent solution to energy management in hybrid renewable energy generation system [J].
Jun, Zeng ;
Liu Junfeng ;
Jie, Wu ;
Ngan, H. W. .
RENEWABLE ENERGY, 2011, 36 (05) :1352-1363
[9]
A multi-agent system for energy management of distributed power sources [J].
Lagorse, Jeremy ;
Paire, Damien ;
Miraoui, Abdellatif .
RENEWABLE ENERGY, 2010, 35 (01) :174-182
[10]
A Multiagent Fuzzy-Logic-Based Energy Management of Hybrid Systems [J].
Lagorse, Jeremy ;
Simoes, Marcelo G. ;
Miraoui, Abdellatif .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2009, 45 (06) :2123-2129