工业工程
工業工程
공업공정
Industrial Engineering Journal
2015年
2期
133~141
,共null页
ERW钢管 多阶段生产计划 数学建模 遗传算法 管理信息系统
ERW鋼管 多階段生產計劃 數學建模 遺傳算法 管理信息繫統
ERW강관 다계단생산계화 수학건모 유전산법 관리신식계통
ERW steel pipe; muhi-stage production plan; modeling; genetic algorithm; management infor-mation system
生产计划是企业生产管理的重要起点和依据。为避免以往采用人工排产方式所导致的资源浪费,达到最优排产策略,基于高频直缝电阻焊管(Electric Resistance Welding,ERW)企业的生产特点,针对多阶段生产计划建立了提前/拖期惩罚数学模型。考虑了交货期窗口、库存影响、企业产能、维修停机等约束条件,以惩罚费用最小作为优化生产计划的目标,采用遗传算法有效求解及优化了该问题。利用Visual Studio2010建立B/S模式的管理信息系统对数学模型进行功能实现,通过COM接口将MATLAB与B/S系统联动实现算法嵌入,完成了对生产计划的求解与管理信息系统的开发。管理信息系统在特定企业运用的结果表明:该模型及管理信息系统符合企业生产计划编制需求,达到了预期目标,具有较好的学术价值和实际意义。
生產計劃是企業生產管理的重要起點和依據。為避免以往採用人工排產方式所導緻的資源浪費,達到最優排產策略,基于高頻直縫電阻銲管(Electric Resistance Welding,ERW)企業的生產特點,針對多階段生產計劃建立瞭提前/拖期懲罰數學模型。攷慮瞭交貨期窗口、庫存影響、企業產能、維脩停機等約束條件,以懲罰費用最小作為優化生產計劃的目標,採用遺傳算法有效求解及優化瞭該問題。利用Visual Studio2010建立B/S模式的管理信息繫統對數學模型進行功能實現,通過COM接口將MATLAB與B/S繫統聯動實現算法嵌入,完成瞭對生產計劃的求解與管理信息繫統的開髮。管理信息繫統在特定企業運用的結果錶明:該模型及管理信息繫統符閤企業生產計劃編製需求,達到瞭預期目標,具有較好的學術價值和實際意義。
생산계화시기업생산관리적중요기점화의거。위피면이왕채용인공배산방식소도치적자원낭비,체도최우배산책략,기우고빈직봉전조한관(Electric Resistance Welding,ERW)기업적생산특점,침대다계단생산계화건립료제전/타기징벌수학모형。고필료교화기창구、고존영향、기업산능、유수정궤등약속조건,이징벌비용최소작위우화생산계화적목표,채용유전산법유효구해급우화료해문제。이용Visual Studio2010건립B/S모식적관리신식계통대수학모형진행공능실현,통과COM접구장MATLAB여B/S계통련동실현산법감입,완성료대생산계화적구해여관리신식계통적개발。관리신식계통재특정기업운용적결과표명:해모형급관리신식계통부합기업생산계화편제수구,체도료예기목표,구유교호적학술개치화실제의의。
The production plan, as the start and the proof of production management, aims to avoid manual production planning causing the waste of resources and to achieve the optimal production planning strategy. Based on Electric Resistance Welding (ERW) steel pipe enterprises' production characteristics, the produc- tion plan is optimized. In mathematical modeling, a mathematical model of earliness/tardiness punishment for multi-stage production plan was established with the limitation of the clue window, inventory, production capacity, maintenance shutdown date etc. , aiming to optimize the production plan and to minimize the tardi- ness punishment. The mathematical model was solved and optimized through genetic algorithm. In develo- ping the management information system, the B/S model information system with Visual Studio 2010 on the basis of the database was created. With the linkage of MATLAB and B/S system through the C0M port of MATLAB, the algorithm was perfectly embedded with a user friendly interface and in turn realized the calcu- lation and expression of the production plan. The results show that applied in a specific enterprise, the mod- el and management information system realized the management of the ERW steel pipes enterprises' orders, inventory and production plan data management, achieving the expected goal, with a good academic value and oractical significance.