Multi-Agent Microgrid Management System for Single-Board Computers: A Case Study on Peer-to-Peer Energy Trading

被引:48
作者
Comes, Luis [1 ]
Vale, Zita A. [2 ]
Corchado, Juan Manuel [3 ,4 ,5 ]
机构
[1] Polytech Porto IPP, GECAD Res Grp Intelligent Engn & Comp Adv Innovat, P-4200465 Porto, Portugal
[2] Polytech Porto IPP, P-4200465 Porto, Portugal
[3] Univ Salamanca, BISITE Res Grp, Salamanca 37007, Spain
[4] Air Inst, IoT Digital Innovat Hub, Salamanca 37188, Spain
[5] Osaka Inst Technol, Dept Elect Informat & Commun, Osaka 5358585, Japan
关键词
Microgrids; Peer-to-peer computing; Transactive energy; Buildings; Smart grids; Multi-agent systems; Local energy auctions; microgrids; peer-to-peer transactions; transactive energy;
D O I
10.1109/ACCESS.2020.2985254
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart grids concept benefits and leverage distributed management systems while allowing its players to actively participate in the smart grid. This paper merges the concepts of microgrid and transactive energy. The proposed model is tested in an office building with multiple tenants. An agent-based platform, running in single-board computers, for microgrid intelligent management with a peer-to-peer energy transaction model is proposed in this paper. This paper describes the peer-to-peer transaction auction model and the deployment of the platform in an office building. The results regard a one-week period where the use of peer-to-peer transactions is compared with a scenario where no transactions among agents are performed. The results are promising, showing the energy price inside the microgrid dropping for the majority of players/agents. The presented work demonstrates how smart grid players can decrease their energy costs using simple approaches that do not require load shifting, consumption optimization nor the acquisition of new equipment.
引用
收藏
页码:64169 / 64183
页数:15
相关论文
共 34 条
[31]   Exploring peer-to-peer returns in off-grid renewable energy systems in rural India: An anthropological perspective on local energy sharing and trading [J].
Singh, Abhigyan ;
Strating, Alex T. ;
Herrera, N. A. Romero ;
Mahato, Debotosh ;
Keyson, David, V ;
van Dijk, Hylke W. .
ENERGY RESEARCH & SOCIAL SCIENCE, 2018, 46 :194-213
[32]  
Washom B, 2013, IEEE POWER ENERGY M, V11, P28, DOI 10.1109/MPE.2013.2258278
[33]   Peer-to-Peer energy trading in a Microgrid [J].
Zhang, Chenghua ;
Wu, Jianzhong ;
Zhou, Yue ;
Cheng, Meng ;
Long, Chao .
APPLIED ENERGY, 2018, 220 :1-12
[34]   Review of Existing Peer-to-Peer Energy Trading Projects [J].
Zhang, Chenghua ;
Wu, Jianzhong ;
Long, Chao ;
Cheng, Meng .
8TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY (ICAE2016), 2017, 105 :2563-2568