使用六西格玛 DMAIC 和集成式 MCDM 方法进行绩效分析:越南微透镜工艺案例研究

IF 2.2 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Journal of Engineering Research Pub Date : 2025-06-01 Epub Date: 2024-04-22 DOI:10.1016/j.jer.2024.04.013
Chia-Nan Wang , Thuy-Duong Nguyen , Thanh-Tra Thi Nguyen , Ngoc-Hien Do
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引用次数: 0

摘要

在本项目中,作者使用定义-测量-分析-改进-控制(DMAIC)循环,对一家制造光学元件的企业的生产流程进行优化研究,主要关注视觉缺陷。在本项目的研究中使用了DMAIC循环和帕累托图等质量控制技术,以及实验设计和MCDM,以降低生产过程中的错误率。在DMAIC过程的分析阶段,采用多标准决策(MCDM)来汇总专家的见解,并对影响微透镜制造缺陷的因素有更全面的了解。这增强了六西格玛过程的敏捷性和可靠性。微透镜产品是具体的研究对象。在应用DMAIC循环后,确定的两个主要缺陷是污染和未抛光S1。实施建议的蒸汽比和包装修改导致了明显的增强。合理的日产品率从69 %增加到79 %,每年节省$1932,367。
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The performance analysis using Six Sigma DMAIC and integrated MCDM approach: A case study for microlens process in Vietnam
The define-measure-analyze-improve-control (DMAIC) cycle is used by the author in the context of this project to conduct research on optimizing production procedures at a business that manufactures optical components, mainly focusing on visual defects. The DMAIC cycle and techniques for quality control like Pareto charts, and experimental design and MCDM are used in this project's research to lower the error rate in the production process. Multiple criteria decision-making (MCDM) is utilized during the analysis phase of the DMAIC process to aggregate the insights of specialists and attain a more comprehensive understanding of the factors that substantially impact and contribute to microlens manufacturing defects. This enhances the Six Sigma process's agility and dependability. Microlens product is specifically the research object. After applying the DMAIC cycle, the two primary defects identified were contamination and not polishing S1. Implementing the suggested steam ratio and packaging modifications led to a noticeable enhancement. The reasonable daily product rate increased from 69 % to 79 %, saving $1932,367 annually.
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来源期刊
Journal of Engineering Research
Journal of Engineering Research ENGINEERING, MULTIDISCIPLINARY-
CiteScore
1.60
自引率
10.00%
发文量
181
审稿时长
20 weeks
期刊介绍: Journal of Engineering Research (JER) is a international, peer reviewed journal which publishes full length original research papers, reviews, case studies related to all areas of Engineering such as: Civil, Mechanical, Industrial, Electrical, Computer, Chemical, Petroleum, Aerospace, Architectural, Biomedical, Coastal, Environmental, Marine & Ocean, Metallurgical & Materials, software, Surveying, Systems and Manufacturing Engineering. In particular, JER focuses on innovative approaches and methods that contribute to solving the environmental and manufacturing problems, which exist primarily in the Arabian Gulf region and the Middle East countries. Kuwait University used to publish the Journal "Kuwait Journal of Science and Engineering" (ISSN: 1024-8684), which included Science and Engineering articles since 1974. In 2011 the decision was taken to split KJSE into two independent Journals - "Journal of Engineering Research "(JER) and "Kuwait Journal of Science" (KJS).
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