HyDAPI框架:一个集成精益六西格玛和数字化的通用工具,用于改善工业4.0中的质量管理

IF 3.8 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL
R. Clancy, K. Bruton, D. O’Sullivan, Aidan Cloonan
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引用次数: 3

摘要

目的质量管理从业者尚未停止数字化的潜力。此外,缺乏指导从业者进行组织数字化转型的框架等工具。本研究的目的是提供一个框架,指导质量从业者在现有实践中实施数字化。设计/方法论/方法文献综述评估了质量管理和数字化是如何整合的。文献综述的结果突出了精益制造与数字化整合的成功。然后,根据精益六西格玛工具的有效性和与过程改进混合数字化方法(HyDAPI)框架的相关性,对其进行了全面的审查。发现在一个工业案例研究中实施拟议的HyDAPI框架,提高了效率,减少了浪费,标准化了工作,防止了错误,并能够从根本上解决不合格产品的问题。研究局限性/含义HyDAPI框架中的活动和工具并不包括精益六西格玛的所有技术。实际含义HyDAPI框架是质量从业者数字化制造过程关键信息的灵活指南。该框架允许组织根据需要选择适当的工具。这是必要的,因为组织过程的多样性和复杂性,以及适应不断发展的行业4.0的挑战。独创性/价值这项研究提出HyDAPI框架是质量管理从业者实施数字化的一种灵活和适应性强的方法。这是因为在缺乏指导组织向工业4.0数字化转型的程序方面存在研究空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The HyDAPI framework: a versatile tool integrating Lean Six Sigma and digitalisation for improved quality management in Industry 4.0
Purpose Quality management practitioners have yet to cease the potential of digitalisation. Furthermore, there is a lack of tools such as frameworks guiding practitioners in the digital transformation of their organisations. The purpose of this study is to provide a framework to guide quality practitioners with the implementation of digitalisation in their existing practices. Design/methodology/approach A review of literature assessed how quality management and digitalisation have been integrated. Findings from the literature review highlighted the success of the integration of Lean manufacturing with digitalisation. A comprehensive list of Lean Six Sigma tools were then reviewed in terms of their effectiveness and relevance for the hybrid digitisation approach to process improvement (HyDAPI) framework. Findings The implementation of the proposed HyDAPI framework in an industrial case study led to increased efficiency, reduction of waste, standardised work, mistake proofing and the ability to root cause non-conformance products. Research limitations/implications The activities and tools in the HyDAPI framework are not inclusive of all techniques from Lean Six Sigma. Practical implications The HyDAPI framework is a flexible guide for quality practitioners to digitalise key information from manufacturing processes. The framework allows organisations to select the appropriate tools as needed. This is required because of the varying and complex nature of organisation processes and the challenge of adapting to the continually evolving Industry 4.0. Originality/value This research proposes the HyDAPI framework as a flexible and adaptable approach for quality management practitioners to implement digitalisation. This was developed because of the gap in research regarding the lack of procedures guiding organisations in their digital transition to Industry 4.0.
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来源期刊
International Journal of Lean Six Sigma
International Journal of Lean Six Sigma Engineering-Industrial and Manufacturing Engineering
CiteScore
8.90
自引率
15.00%
发文量
46
期刊介绍: Launched in 2010, International Journal of Lean Six Sigma publishes original, empirical and review papers, case studies and theoretical frameworks or models related to Lean and Six Sigma methodologies. High quality submissions are sought from academics, researchers, practitioners and leading management consultants from around the world. Research, case studies and examples can be cited from manufacturing, service and public sectors. This includes manufacturing, health, financial services, local government, education, professional services, IT Services, transport, etc.
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