基于前景理论的市民能源社区负瓦共享管理行为模型

IF 4.8 2区 工程技术 Q2 ENERGY & FUELS
Seyedeh Soudabeh Zadsar , Masoud Rashidinejad , Seyed Farshad Fatemi Ardestani , Amir Abdollahi , Sobhan Dorahaki
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引用次数: 0

摘要

公民能源社区(CECs)已成为减少碳排放和提高可持续性的一种有吸引力的解决方案。cec的主要特征之一是点对点(P2P)资源共享,可分为千瓦级P2P共享和负兆瓦级P2P共享两种。虽然千瓦级P2P共享在文献中得到了广泛的讨论,但Negawatt P2P共享在CECs等以产消为中心的结构中的作用并没有得到充分的探讨。为了解决这一关键挑战,本文提出了一个考虑到人类行为的CECs以产消为中心的最佳能源管理框架。利用前景理论对CEC内产消者在能源相关决策中的情绪和偏好进行建模。所提议的模型是用两个不同时间框架的案例研究来评估的:一天计划和一年计划。结果表明,Negawatt P2P共享可以使产消者实现显著的电力成本节约。通过在CEC中纳入与Negawatt P2P共享相关的产消费者行为态度,以进行一天的调度,结果表明,电力成本可以降低约5.4 %。值得强调的是,总体价值提高了约14% %。此外,在为期一年的方案中,Negawatt P2P共享的整合使总运营成本降低了约3.6% %,证明了优化能源管理的有效性,同时提高了cec在不同层面的经济绩效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A behavioural model for negawatt sharing management based on the prospect theory in a citizen energy community
Citizen Energy Communities (CECs) have emerged as an attractive solution to reduce carbon emissions and enhance sustainability. One of the principal features of CECs is Peer-to-Peer (P2P) resource sharing, which is divided into two types: kilowatt P2P sharing and Negawatt P2P sharing. While kilowatt P2P sharing is extensively addressed in the literature, the role of Negawatt P2P sharing in prosumer-centric structures like CECs is not adequately explored. To address such a crucial challenge, this paper presents an optimal prosumer-centric energy management framework for CECs, taking into account human behaviours. Prospect theory is utilized to model prosumers' emotions and preferences in energy-related decisions within the CEC. The proposed model is evaluated using two case studies with different time frames: a one-day scheme and a one-year scheme. The results indicate that the Negawatt P2P sharing can enable prosumers to achieve significant electricity cost savings. By incorporating the prosumer's behavioural attitudes associated with Negawatt P2P sharing within a CEC for one-day scheduling, it is shown that electricity costs can be reduced by approximately 5.4 %. It is worth emphasizing that the overall value is enhanced by about 14 %. Moreover, in a one-year scheme, the integration of Negawatt P2P sharing led to a reduction in total operational costs by approximately 3.6 %, demonstrating the effectiveness of optimizing energy management while enhancing the economic performance of CECs throughout different horizons.
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来源期刊
Sustainable Energy Grids & Networks
Sustainable Energy Grids & Networks Energy-Energy Engineering and Power Technology
CiteScore
7.90
自引率
13.00%
发文量
206
审稿时长
49 days
期刊介绍: Sustainable Energy, Grids and Networks (SEGAN)is an international peer-reviewed publication for theoretical and applied research dealing with energy, information grids and power networks, including smart grids from super to micro grid scales. SEGAN welcomes papers describing fundamental advances in mathematical, statistical or computational methods with application to power and energy systems, as well as papers on applications, computation and modeling in the areas of electrical and energy systems with coupled information and communication technologies.
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