通过实施生产线平衡算法提高服装业生产率--案例研究

IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Mst. Anjuman Ara, Nafisa Anjum, Dilir Ahbab, Mushfica Takia Sidiika, Risat Rimi Chowdhury
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引用次数: 0

摘要

如今,服装行业在全球范围内竞争激烈,需要正确应用工业工程技术,如时间研究和生产线平衡技术来提高生产率。成衣行业生产率的提高主要取决于交货时间和生产成本。本研究旨在推荐一种有效的布局和生产线平衡策略,使停机时间、工艺瓶颈、工作站数量和所需人员数量最小化,以提高生产线的效率。为此,我们提出了三种不同的启发式方法:排名位置权重法(RPW)、最大候选规则法(LCR)和基尔布里奇法(Kilbridge &;采用西施法对生产线进行分析。在实施线路平衡技术后,发现与现有线路效率相比,这三种方法都提高了线路效率。在三种启发式方法中,RPW方法和LCR方法比Kilbridge和Wester方法(KWM)效率更高。通过将目前的42个工作站减少到23个,RPW方法和LCR表明,当前围封装置的生产线效率从43.70%提高到79.80%。在这种特殊情况下,RPW方法或LCR在效率方面将是有效的。最后,提出了一条高效、改进的平衡生产线,采用新的工艺流程和优化布局,使闲置时间和人力需求最小化。结果表明,所设计的模型能够有效地帮助服装制造企业的生产管理者进行生产线效率管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Productivity Improvement of Garments Industry by Implementing Line Balancing Algorithms—A Case Study

Productivity Improvement of Garments Industry by Implementing Line Balancing Algorithms—A Case Study

Nowadays, the apparel industry is highly competitive worldwide and requires the correct application of industrial engineering techniques such as time study and line balancing techniques for productivity improvement. Productivity improvement in the readymade garments industry is mostly dependent on lead time as well as the cost of production. This research aims to recommend an effective layout and line-balancing strategy so that downtime, process bottlenecks, the number of workstations, and the required number of personnel can be minimized to improve the efficiency of the production line. For this purpose, three different heuristics approaches named the Ranked Positional Weight (RPW) method, the Largest Candidate Rule (LCR), and the Kilbridge & Wester method are implemented for analyzing the production line. After the implementation of line balancing techniques, it was found that all three methods improved the line efficiency compared to the existing line efficiency. Among the three heuristics methods, the RPW method and LCR increased efficiency more compared to the Kilbridge and Wester method (KWM). By lowering the current 42 workstations to 23, the RPW method and LCR demonstrated an improvement in the line efficiency of the current hemming unit to 79.80% from 43.70%. The RPW approach or LCR will be effective in terms of efficiency in this particular situation. Finally, an efficient and improved balanced line is suggested with a new sequence of processes and an optimally designed layout which will minimize the idle time and manpower requirement. The derived results demonstrate that the devised model can effectively assist production managers in garment manufacturing organizations in managing line efficiency.

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CiteScore
5.10
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