Automated Negotiation for Peer-to-Peer Electricity Trading in Local Energy Markets

被引:46
|
作者
Etukudor, Christie [1 ]
Couraud, Benoit [1 ]
Robu, Valentin [1 ]
Fruh, Wolf-Gerrit [1 ]
Flynn, David [1 ]
Okereke, Chinonso [2 ]
机构
[1] Heriot Watt Univ, Dept Elect Elect & Comp Engn, Edinburgh EH14 4AS, Midlothian, Scotland
[2] Covenant Univ, Dept Elect & Informat Engn, Ota 112233, Ogun State, Nigeria
基金
“创新英国”项目; 英国工程与自然科学研究理事会;
关键词
automated negotiation; P2P electricity trading; local electricity markets; local energy markets; multi-agent systems; bilateral energy negotiations; OFF-GRID ELECTRIFICATION; CHALLENGES;
D O I
10.3390/en13040920
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
Reliable access to electricity is still a challenge in many developing countries. Indeed, rural areas in sub-Saharan Africa and developing countries such as India still encounter frequent power outages. Local energy markets (LEMs) have emerged as a low-cost solution enabling prosumers with power supply systems such as solar PV to sell their surplus of energy to other members of the local community. This paper proposes a one-to-one automated negotiation framework for peer-to-peer (P2P) local trading of electricity. Our framework uses an autonomous agent model to capture the preferences of both an electricity seller (consumer) and buyer (small local generator or prosumer), in terms of price and electricity quantities to be traded in different periods throughout a day. We develop a bilateral negotiation framework based on the well-known Rubinstein alternating offers protocol, in which the quantity of electricity and the price for different periods are aggregated into daily packages and negotiated between the buyer and seller agent. The framework is then implemented experimentally, with buyers and sellers adopting different negotiation strategies based on negotiation concession algorithms, such as linear heuristic or Boulware. Results show that this framework and agents modelling allow prosumers to increase their revenue while providing electricity access to the community at low cost.
引用
收藏
页数:19
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