在先进制造环境中使用排队理论对等待时间进行性能优化

IF 0.5 4区工程技术 Q4 ENGINEERING, INDUSTRIAL

South African Journal of Industrial Engineering Pub Date : 2020-12-14 DOI:10.7166/31-4-2217

G. Salawu, G. Bright, C. Onunka

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引用次数: 2

摘要

排队是制造系统和其他一些组织各个阶段的常见现象。排队通常会减少经理和制造商完成所需任务所需的时间。排队数学理论是分析排队模型的可行工具。本研究介绍了机器人在虚拟制造场景的封装阶段的实现，其中使用数学模型来描述制造过程的每个阶段。假设了一些合适的参数和操作条件，并采用Newton-Raphson迭代公式对模型进行了数值分析。进行模拟以获得可以产生有效生产力的最佳值。优化过程给出的结果充分表明了在先进的制造环境中，如何在包装阶段管理排队。

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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PERFORMANCE OPTIMISATION ON WAITING TIME USING QUEUEING THEORY IN AN ADVANCED MANUFACTURING ENVIRONMENT

Queueing is a common phenomenon in various stages of manufacturing systems and some other organisations. Queueing usually reduces the time required by managers and manufacturers to complete a desired task. The queueing mathematical theory is a viable tool for analysing a waiting line model. This research presents the implementation of robots at the packaging stage of a virtual manufacturing scenario in which mathematical models were used to describe each stage of the manufacturing process. Some suitable parameters and operating conditions were assumed, and the Newton-Raphson iteration formula was implemented for numerical analysis of the models. Simulation was carried out to achieve optimal values that could yield efficient productivity. The optimisation process gave an outcome that adequately showed how queueing can be managed in the packaging stage in an advanced manufacturing environment.

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来源期刊

South African Journal of Industrial Engineering 工程技术-工程：工业

CiteScore

1.10

自引率

20.00%

发文量

审稿时长

6 weeks

期刊介绍： The South African Journal of Industrial Engineering (SAJIE) publishes articles with the emphasis on research, development and application within the fields of Industrial Engineering and Engineering and Technology Management. In this way, it aims to contribute to the further development of these fields of study and to serve as a vehicle for the effective interchange of knowledge, ideas and experience between the research and training oriented institutions and the application oriented industry. Articles on practical applications, original research and meaningful new developments as well as state of the art surveys are encouraged.