{"title":"基于组合拍卖的制造业电力分配初步实验分析","authors":"Naoki Fukuta, Takayuki Ito","doi":"10.1109/WI-IAT.2012.221","DOIUrl":null,"url":null,"abstract":"In this paper, we discuss about a preliminary idea and an analysis about a dynamic electric power auction for manufacturing industries. We present a preliminary idea about applying multi-unit combinatorial auctions to an electric power allocation problem that considers guaranteeing stable continuous use of the supplied power in industrial manufacturers. We try to illustrate how such a mechanism can be applied to actual electric power allocation problems when we consider the situation that each manufacturing factories produce bids based on their own plans of production and the use of electricity in a day, guaranteeing stable continuous use of them. An approximation mechanism has been applied for a large-scale auction problem to overcome its computational intractability. We discuss about a possible performance based on our proposed evaluation dataset which consider actual power use scenarios in industrial factories.","PeriodicalId":220218,"journal":{"name":"2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A Preliminary Experimental Analysis on Combinatorial Auction-Based Electric Power Allocation for Manufacturing Industries\",\"authors\":\"Naoki Fukuta, Takayuki Ito\",\"doi\":\"10.1109/WI-IAT.2012.221\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we discuss about a preliminary idea and an analysis about a dynamic electric power auction for manufacturing industries. We present a preliminary idea about applying multi-unit combinatorial auctions to an electric power allocation problem that considers guaranteeing stable continuous use of the supplied power in industrial manufacturers. We try to illustrate how such a mechanism can be applied to actual electric power allocation problems when we consider the situation that each manufacturing factories produce bids based on their own plans of production and the use of electricity in a day, guaranteeing stable continuous use of them. An approximation mechanism has been applied for a large-scale auction problem to overcome its computational intractability. We discuss about a possible performance based on our proposed evaluation dataset which consider actual power use scenarios in industrial factories.\",\"PeriodicalId\":220218,\"journal\":{\"name\":\"2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-12-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WI-IAT.2012.221\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WI-IAT.2012.221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Preliminary Experimental Analysis on Combinatorial Auction-Based Electric Power Allocation for Manufacturing Industries
In this paper, we discuss about a preliminary idea and an analysis about a dynamic electric power auction for manufacturing industries. We present a preliminary idea about applying multi-unit combinatorial auctions to an electric power allocation problem that considers guaranteeing stable continuous use of the supplied power in industrial manufacturers. We try to illustrate how such a mechanism can be applied to actual electric power allocation problems when we consider the situation that each manufacturing factories produce bids based on their own plans of production and the use of electricity in a day, guaranteeing stable continuous use of them. An approximation mechanism has been applied for a large-scale auction problem to overcome its computational intractability. We discuss about a possible performance based on our proposed evaluation dataset which consider actual power use scenarios in industrial factories.