Mental accounting theory‐based bounded‐rationality trading strategy of prosumers in transactive energy market

Autor: Xinyi Jing, Meng Song, Ciwei Gao, Yunting Yao, Yunfeng Cai
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: IET Generation, Transmission & Distribution, Vol 17, Iss 12, Pp 2876-2893 (2023)
Druh dokumentu: article
ISSN: 1751-8695
1751-8687
DOI: 10.1049/gtd2.12864
Popis: Abstract In the transactive energy market (TEM), prosumers are assumed to be rational. However, prosumers’ trading behaviours are affected by many factors (e.g. social relations, personal preferences, and habits). Their trading demands vary in benefits, comfort levels, and environmental consciousness, which show bounded rationality. Accordingly, this paper introduces the mental accounting theory to develop a trading decision‐making method by characterizing prosumers’ actual trading behaviours. It quantified prosumers’ motivations and psychological changes by the risk attitude and subjective value models in the process of multi‐account management. The updating rules of trading decisions and multi‐round bidding market mechanism are also designed to improve the social welfare and market efficiency. Case studies demonstrate that the proposed method can make prosumers trade in TEM under their actual intentions and bounded‐rationality. And the market mechanism can help to increase social welfare and market efficiency.
Databáze: Directory of Open Access Journals
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