A multi-agent based energy management solution for integrated buildings and microgrid system

被引：205
|
作者：
Anvari-Moghaddam, Amjad [1 ]
Rahimi-Kian, Ashkan [2 ]
Mirian, Maryam S. [2 ]
Guerrero, Josep M. [1 ]
机构：
[1] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
[2] Univ Tehran, Sch ECE, Coll Engn, Tehran, Iran
来源：
APPLIED ENERGY | 2017年 / 203卷
关键词：
Energy management; Distributed generation; Multi-agent systems (MAS); Optimization; Residential microgrid; DEMAND RESPONSE; INTERNAL HEAT; OPTIMIZATION; RESOURCES; GAINS;
D O I：
10.1016/j.apenergy.2017.06.007
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
In this paper, an ontology-driven multi-agent based energy management system (EMS) is proposed for monitoring and optimal control of an integrated homes/buildings and microgrid system with various renewable energy resources (RESs) and controllable loads. Different agents ranging from simple-reflex to complex learning agents are designed and implemented to cooperate with each other to reach an optimal operating strategy for the mentioned integrated energy system (IES) while meeting the system's objectives and related constraints. The optimization process for the EMS is defined as a coordinated distributed generation (DG) and demand response (DR) management problem within the studied environment and is solved by the proposed agent-based approach utilizing cooperation and communication among decision agents. To verify the effectiveness and applicability of the proposed multi-agent based EMS, several case studies are carried out and corresponding results are presented. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码：41 / 56
页数：16
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