Online Distribution and Load Balancing Optimization Using the Robin Hood and Johnson Hybrid Algorithm

Q2 Engineering
N. Rahmani, A. Najafi
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引用次数: 0

Abstract

Proper planning of assembly lines is one of the production managers’ concerns at the tactical level so that it would be possible to use the machine capacity, reduce operating costs and deliver customer orders on time. The lack of an efficient method in balancing assembly line can create threatening problems for manufacturing organizations. The use of assembly line balancing methods cannot balance load distribution on the assembly line which can cause higher depreciation of machinery heir related problems in the assembly line. In the present paper Robin Hood and Johnson algorithm combined approach is used for the problem of load distribution and optimized online load balance, based on the optimized order of works on the assembly line for polymer cover print in Iran Plot Company the results of which are analyzed in terms of creating load balance in the assembly line. The results that we have obtained in the present study include the uniform load distribution of orders to the machines and the presence of reservations and backup machine that causes the production process to continue with a proper sequence and the priority without any interruption.
Robinhood-Johnson混合算法在线分配和负载平衡优化
正确规划装配线是生产经理在战术层面关注的问题之一,这样就有可能利用机器产能,降低运营成本并按时交付客户订单。缺乏有效的平衡装配线的方法会给制造组织带来威胁。采用装配线平衡方法不能平衡装配线上的负荷分配,会造成较高的机械折旧,从而产生装配线上的相关问题。本文以伊朗Plot公司聚合物封面印刷装配线上的优化作业顺序为例,采用罗宾汉和约翰逊算法相结合的方法,对负荷分配问题和优化在线负荷平衡问题进行了分析,并从建立装配线负荷平衡的角度对优化结果进行了分析。在本研究中,我们得到的结果包括订单到机器的均匀负载分布和保留和备用机器的存在,使得生产过程以适当的顺序和优先级继续进行,而不会中断。
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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来源期刊
Journal of Optimization in Industrial Engineering
Journal of Optimization in Industrial Engineering Engineering-Industrial and Manufacturing Engineering
CiteScore
2.90
自引率
0.00%
发文量
0
审稿时长
32 weeks
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