面对可再生能源发电的不确定性:不同风险态度下电力供应链的决策与协调

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Danhu Li, Jiazhu Xu, AL-Wesabi Ibrahim, Shuyan Liu
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引用次数: 0

摘要

为了满足能源转型过程中电力系统的可靠性要求,本研究对电厂可再生能源发电的不确定性进行了研究。通过使用风险态度(风险规避和风险中立)对不确定性建模,构建了一个由电厂和电商组成的电力供应链,每个电厂和电商都有不同的风险态度。建立了具有不同风险态度的电力供应链最优决策模型,揭示了参与者的不同风险态度对最优决策的影响。此外,设计了一个基于利润共享契约的不同风险态度的电力供应链。结果表明,当所有参与者都表现出风险中立或电力零售商表现出风险厌恶时,实施利润分享契约不仅优化了电厂的发电组合,促进了能源转型,而且保障了所有参与者的利润,实现了参与者之间的协调,导致电力供应链的帕累托改进;当发电厂或所有参与者都表现出风险厌恶时,通过利润分享合同实现电力供应链帕累托改进的可行性与其风险厌恶程度密切相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Facing renewable electricity production uncertainty: Decision-making and coordination of the electricity supply chain with different risk attitudes
To meet the reliability requirements of the electricity system during the energy transition, this study investigates the renewable electricity production uncertainty of the electricity plant. By modeling the uncertainty using risk attitudes (risk aversion and risk neutrality), an electricity supply chain consisting of an electricity plant and an electricity retailer, each with different risk attitudes, is constructed. The optimal decisions of the electricity supply chain with different risk attitudes are developed, and the impacts of different risk attitudes of participants on the optimal decisions are revealed. Additionally, a profit-sharing contract-based electricity supply chain with different risk attitudes is designed. The results indicate that when all participants exhibit risk neutrality or the electricity retailer exhibits risk aversion, implementing a profit-sharing contract not only optimizes the generation mix of the electricity plant and facilitates the energy transition but also safeguards the profits of all participants and realizes coordination among participants, leading to the Pareto improvement for the electricity supply chain; when the electricity plant or all participants exhibit risk aversion, the feasibility of achieving the Pareto improvement for the electricity supply chain through a profit-sharing contract is closely linked to their risk-averse levels.
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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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