运用聚类算法的订单归并模型研究  

Research on orders merging model based on merging-clustering

作　　者：赵改平[1] 刘丽兰[1] 王森[2] 杨英杰[2] 

机构地区：[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

出　　处：《现代制造工程》2011年第12期52-56,68,共6页Modern Manufacturing Engineering

基　　金：上海市科委资助项目(09DZ1122500)

摘　　要：针对面向订单的生产管理问题,建立一套订单管理系统,对订单统一管理。在此基础上,深入研究订单归并模型,提出基于交货期和加工工艺的订单归并聚类模型,保证工件的准时交货和加工流程的统一化。实际生产时,对归并订单进行细化分组,相似加工尺寸、同名称和同型号的工件分为一个子订单,减少加工设备的调整次数,提高生产效率。该系统在某重型机械集团公司进行应用,使订单管理更加规范化、有效化和简洁化。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 

分 类 号：TH166[机械工程—机械制造及自动化] TP399[自动化与计算机技术—计算机应用技术]