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运用聚类算法的订单归并模型研究

赵改平 刘丽兰 王森 杨英杰

现代制造工程Issue(12):52-56,68,6.
现代制造工程Issue(12):52-56,68,6.

运用聚类算法的订单归并模型研究

Research on orders merging model based on merging-clustering

赵改平 1刘丽兰 1王森 2杨英杰2

作者信息

  • 1. 上海大学机电工程与自动化学院上海市机械自动化及机器人重点实验室,上海200072
  • 2. 上海宝信软件股份有限公司,上海201210
  • 折叠

摘要

Abstract

In order to resolve the problem of order management,an order management system is introduced and orders are unified management. On that basis, the order merging model is in-depth studied, then, an order merging-clustering model is proposed, based on the date of delivery and processing technology, which can ensure punctuality of the date of delivery and unification of the process of production. In the actual production,the merged orders are split up into some sub-orders,each one is made up of similar size,the same name and type,as a result,the number of adjusting processing equipment is reduced and the efficiency of production is improved. Finally,the system is applied to a heavy equipment manufacturer,which makes the management of orders more standardized, more effective and more simplified.

关键词

订单管理系统/归并订单/工艺相似性/聚类算法

Key words

order management systems/orders merging/process similarity/merging-clustering

分类

机械制造

引用本文复制引用

赵改平,刘丽兰,王森,杨英杰..运用聚类算法的订单归并模型研究[J].现代制造工程,2011,(12):52-56,68,6.

基金项目

上海市科委资助项目(09DZ1122500) (09DZ1122500)

现代制造工程

OA北大核心CSCDCSTPCD

1671-3133

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