{"title":"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","authors":"Yeming Dai, Yaxin Liu","doi":"10.1016/j.epsr.2025.112058","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":50547,"journal":{"name":"Electric Power Systems Research","volume":"249 ","pages":"Article 112058"},"PeriodicalIF":3.3000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A real-time pricing scheme in power market with renewable energy considering different advertising attractiveness\",\"authors\":\"Yeming Dai, Yaxin Liu\",\"doi\":\"10.1016/j.epsr.2025.112058\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":50547,\"journal\":{\"name\":\"Electric Power Systems Research\",\"volume\":\"249 \",\"pages\":\"Article 112058\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2025-07-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Electric Power Systems Research\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0378779625006467\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Electric Power Systems Research","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0378779625006467","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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.
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.