基于组合拍卖的制造业电力分配初步实验分析

2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology Pub Date : 2012-12-04 DOI:10.1109/WI-IAT.2012.221

Naoki Fukuta, Takayuki Ito

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引用次数: 8

摘要

本文对制造业电力动态拍卖的初步构想和分析进行了探讨。本文提出了将多机组组合拍卖应用于工业生产企业电力分配问题的初步设想，该问题考虑了工业生产企业电力供应的稳定连续使用。我们试图说明这种机制如何应用于实际的电力分配问题，我们考虑到每个制造工厂根据自己的生产计划和一天的用电量产生投标，保证稳定的连续使用。为了克服大规模拍卖问题的计算难解性，提出了一种近似机制。我们讨论了基于我们提出的评估数据集的可能性能，该数据集考虑了工业工厂的实际电力使用场景。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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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.

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来源期刊

2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology

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