考虑不同广告吸引力的可再生能源电力市场实时定价方案

IF 3.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Yeming Dai, Yaxin Liu
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引用次数: 0

摘要

在智能电网中,可再生能源的增加和竞争的加剧日益普遍。电力零售商如何通过决策来持续吸引用户已逐渐成为研究热点之一。然而,持续吸引不同类型用户的协调、电力零售商之间的竞争以及电力零售商与用户之间的需求响应在连续时间内没有得到充分的考虑。针对上述差距,本文通过构建Stackelberg微分博弈模型,提出了一种结合广告吸引力的实时定价方案。此外,本文还探讨了该方案下电力零售商的最大收益与广告成本之间的关系,以及广告干预后用户对可再生能源消费的变化。数值模拟表明,电力零售商的最大收益和价格与广告成本参数之间存在显著的非单调关系,表明广告投入的增加并不总是导致收益线性增长,而是呈现出明显的分段特征。在该方案下,用户对可再生能源的消耗远远大于火电,这反映了用户环保意识的增强。此外,不同电力零售商的广告投入差距对其最大收益有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A real-time pricing scheme in power market with renewable energy considering different advertising attractiveness
Increasing renewable energy and intensifying competition are becoming common in smart grid. How to make decisions to consistently attract users for power retailers has gradually become one of research focuses. However, the coordination of sustained attracting different types of users, competition among power retailers, and demand response between power retailers and users in continuous time has not been adequately considered. In view of the above gaps, this paper develops a real-time pricing scheme combined with advertising attractiveness by constructing the Stackelberg differential game model. Furthermore, this paper also explores the relationship between the maximum revenue of power retailers and advertising costs under this scheme, as well as the changes in users’ consumption of renewable energy after advertising intervention. Numerical simulations show that there is a significant non-monotonic relationship between the maximum revenue and price of power retailers and the advertising cost parameters, indicating that the increase in advertising investment does not always lead to a linear growth in revenue, but presents an obvious segmented feature. Under this scheme, the consumption of renewable energy by users is far greater than that of thermal power, which reflects the enhanced environmental awareness of users. Furthermore, the gap in advertising investment among different power retailers has a significant impact on their maximum revenue.
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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