Yifei Zhang, Zheng Zhang, Pengfei Zhang, Zhiyuan Li, Tianran Li, Cai Wang
{"title":"基于agent的电力市场与碳市场交互效应仿真分析","authors":"Yifei Zhang, Zheng Zhang, Pengfei Zhang, Zhiyuan Li, Tianran Li, Cai Wang","doi":"10.1109/iSPEC50848.2020.9351129","DOIUrl":null,"url":null,"abstract":"Simulation experiment based on computational economics is an important means to evaluate market rules. In this paper, according to the actual clearing mechanisms of the power market, the simulation trading experiment of computer agent centralized bidding is designed, and the game process of the market is quantitatively analyzed. This paper studies the impact of different clearing mechanisms on market participants. This paper focuses on the market changes under different market supply and demand conditions under the market clearing price(MCP). Under MCP, the income curve of power generation enterprises is relatively flat, and the market is relatively stable, and the increase of the supply-demand ratio will correspondingly enhance the degree of competition between market participants. Due to the particularity of the electricity market, the oligopoly can manipulate the electricity price to a certain extent. The launch of the carbon market will also have a certain impact on the electricity market.","PeriodicalId":403879,"journal":{"name":"2020 IEEE Sustainable Power and Energy Conference (iSPEC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Agent-based simulation analysis of the interaction effects between electricity market and carbon market\",\"authors\":\"Yifei Zhang, Zheng Zhang, Pengfei Zhang, Zhiyuan Li, Tianran Li, Cai Wang\",\"doi\":\"10.1109/iSPEC50848.2020.9351129\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Simulation experiment based on computational economics is an important means to evaluate market rules. In this paper, according to the actual clearing mechanisms of the power market, the simulation trading experiment of computer agent centralized bidding is designed, and the game process of the market is quantitatively analyzed. This paper studies the impact of different clearing mechanisms on market participants. This paper focuses on the market changes under different market supply and demand conditions under the market clearing price(MCP). Under MCP, the income curve of power generation enterprises is relatively flat, and the market is relatively stable, and the increase of the supply-demand ratio will correspondingly enhance the degree of competition between market participants. Due to the particularity of the electricity market, the oligopoly can manipulate the electricity price to a certain extent. The launch of the carbon market will also have a certain impact on the electricity market.\",\"PeriodicalId\":403879,\"journal\":{\"name\":\"2020 IEEE Sustainable Power and Energy Conference (iSPEC)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE Sustainable Power and Energy Conference (iSPEC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/iSPEC50848.2020.9351129\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Sustainable Power and Energy Conference (iSPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iSPEC50848.2020.9351129","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Agent-based simulation analysis of the interaction effects between electricity market and carbon market
Simulation experiment based on computational economics is an important means to evaluate market rules. In this paper, according to the actual clearing mechanisms of the power market, the simulation trading experiment of computer agent centralized bidding is designed, and the game process of the market is quantitatively analyzed. This paper studies the impact of different clearing mechanisms on market participants. This paper focuses on the market changes under different market supply and demand conditions under the market clearing price(MCP). Under MCP, the income curve of power generation enterprises is relatively flat, and the market is relatively stable, and the increase of the supply-demand ratio will correspondingly enhance the degree of competition between market participants. Due to the particularity of the electricity market, the oligopoly can manipulate the electricity price to a certain extent. The launch of the carbon market will also have a certain impact on the electricity market.