{"title":"集成PowerWorld和MatLab进行基于主体的电力市场竞争建模与仿真","authors":"Dong Zhang, Shuhui Li","doi":"10.1109/TDC.2014.6863507","DOIUrl":null,"url":null,"abstract":"The transition to agent-based competitive wholesale and retail markets for electric utilities around the world has been a difficult and controversial process. One of the difficulties that hindered the growth of a competitive power market is the absence of efficient computational tools to assist the design, analysis and operation of the power market. Although many commercial software packages have been developed for a broad study of an electric power system, these power system simulators are usually not designed in such a way that can be used for analysis and evaluation of an agent-based competitive power market. This paper investigates mathematical models associated with a competitive power market and how these models can be converted in such a way that makes it possible to use commercial power system software for agent-based modeling and simulation of a competitive power market. The paper also develops a mechanism to integrate PowerWorld and MatLab for combined optimal power dispatch and agent-based learning interactions. Finally, the paper demonstrates a case study for a competitive electric power system using the integrated software system.","PeriodicalId":161074,"journal":{"name":"2014 IEEE PES T&D Conference and Exposition","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Integrating PowerWorld and MatLab for agent-based modeling and simulation of competitive electric power markets\",\"authors\":\"Dong Zhang, Shuhui Li\",\"doi\":\"10.1109/TDC.2014.6863507\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The transition to agent-based competitive wholesale and retail markets for electric utilities around the world has been a difficult and controversial process. One of the difficulties that hindered the growth of a competitive power market is the absence of efficient computational tools to assist the design, analysis and operation of the power market. Although many commercial software packages have been developed for a broad study of an electric power system, these power system simulators are usually not designed in such a way that can be used for analysis and evaluation of an agent-based competitive power market. This paper investigates mathematical models associated with a competitive power market and how these models can be converted in such a way that makes it possible to use commercial power system software for agent-based modeling and simulation of a competitive power market. The paper also develops a mechanism to integrate PowerWorld and MatLab for combined optimal power dispatch and agent-based learning interactions. Finally, the paper demonstrates a case study for a competitive electric power system using the integrated software system.\",\"PeriodicalId\":161074,\"journal\":{\"name\":\"2014 IEEE PES T&D Conference and Exposition\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-04-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE PES T&D Conference and Exposition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TDC.2014.6863507\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE PES T&D Conference and Exposition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TDC.2014.6863507","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Integrating PowerWorld and MatLab for agent-based modeling and simulation of competitive electric power markets
The transition to agent-based competitive wholesale and retail markets for electric utilities around the world has been a difficult and controversial process. One of the difficulties that hindered the growth of a competitive power market is the absence of efficient computational tools to assist the design, analysis and operation of the power market. Although many commercial software packages have been developed for a broad study of an electric power system, these power system simulators are usually not designed in such a way that can be used for analysis and evaluation of an agent-based competitive power market. This paper investigates mathematical models associated with a competitive power market and how these models can be converted in such a way that makes it possible to use commercial power system software for agent-based modeling and simulation of a competitive power market. The paper also develops a mechanism to integrate PowerWorld and MatLab for combined optimal power dispatch and agent-based learning interactions. Finally, the paper demonstrates a case study for a competitive electric power system using the integrated software system.