A Preliminary Experimental Analysis on Combinatorial Auction-based Electric Power Allocation for Manufacturing Industries

被引：1
|
作者：
Fukuta, Naoki [1 ]
Ito, Takayuki [2 ]
机构：
[1] Shizuoka Univ, Fac Informat, Hamamatsu, Shizuoka, Japan
[2] Nagoya Inst Technol, Grad Sch Technobusiness Adm, Nagoya, Aichi, Japan
来源：
2012 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY WORKSHOPS (WI-IAT WORKSHOPS 2012), VOL 3 | 2012年
关键词：
auction; approximation; algorithm;
D O I：
10.1109/WI-IAT.2012.221
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：394 / 398
页数：5
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