通过成熟度模型和标准参考架构调整,加强工业 4.0 实施战略

IF 7.3 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL
Linda Salma Angreani, Annas Vijaya, Hendro Wicaksono
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引用次数: 0

摘要

目的 设计一个包含影响因素的工业 4.0 成熟度模型(I4.0 MM),以解决采用工业 4.0 过程中的成熟度问题。工业 4.0 标准化支持制造业转型,形成了参考架构模型 (RAM)。本文将 I4.0 MM 中的关键因素和成熟度水平与有口皆碑的 I4.0 RAM 相结合,以加强 I4.0 转型和实施战略。研究发现,不同的 I4.0 MMs 会导致不同的组织解释。在将 I4.0 MM 与记录和档案管理相统一时,出现了挑战和启示。在实现 I4.0 转型的过程中,将 MM 水平与 RAM 阶段相统一是一个重要的里程碑。有证据表明,I4.0 MM 和 RAM 通常会忽略文化领域。研究局限/影响研究结果为有关在采用 I4.0 MM 和 RAM 的同时将能力与实施战略相结合的文献做出了贡献。我们使用了五种 RAM(RAMI4.0、NIST-SME、IMSA、IVRA 和 IIRA),作为 SLR 的常见局限性,在阅读和选择文献时可能存在主观偏见。为了充分利用 RAM 的能力作为 I4.0 实施战略的一部分,公司应使用 I4.0 MMs 开展全面的需求评估,从而启动这一过程。它为改进 I4.0 实施战略提供了有价值的见解,尤其是对在转型过程中同时使用 MM 和 RAM 的公司而言。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing strategy for Industry 4.0 implementation through maturity models and standard reference architectures alignment

Purpose

A maturity model for Industry 4.0 (I4.0 MM) with influencing factors is designed to address maturity issues in adopting Industry 4.0. Standardisation in I4.0 supports manufacturing industry transformation, forming reference architecture models (RAMs). This paper aligns key factors and maturity levels in I4.0 MMs with reputable I4.0 RAMs to enhance strategy for I4.0 transformation and implementation.

Design/methodology/approach

Three steps of alignment consist of the systematic literature review (SLR) method to study the current published high-quality I4.0 MMs, the taxonomy development of I4.0 influencing factors by adapting and implementing the categorisation of system theories and aligning I4.0 MMs with RAMs.

Findings

The study discovered that different I4.0 MMs lead to varied organisational interpretations. Challenges and insights arise when aligning I4.0 MMs with RAMs. Aligning MM levels with RAM stages is a crucial milestone in the journey toward I4.0 transformation. Evidence indicates that I4.0 MMs and RAMs often overlook the cultural domain.

Research limitations/implications

Findings contribute to the literature on aligning capabilities with implementation strategies while employing I4.0 MMs and RAMs. We use five RAMs (RAMI4.0, NIST-SME, IMSA, IVRA and IIRA), and as a common limitation in SLR, there could be a subjective bias in reading and selecting literature.

Practical implications

To fully leverage the capabilities of RAMs as part of the I4.0 implementation strategy, companies should initiate the process by undertaking a thorough needs assessment using I4.0 MMs.

Originality/value

The novelty of this paper lies in being the first to examine the alignment of I4.0 MMs with established RAMs. It offers valuable insights for improving I4.0 implementation strategies, especially for companies using both MMs and RAMs in their transformation efforts.

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来源期刊
Journal of Manufacturing Technology Management
Journal of Manufacturing Technology Management Engineering-Control and Systems Engineering
CiteScore
16.30
自引率
7.90%
发文量
45
期刊介绍: The Journal of Manufacturing Technology Management (JMTM) aspires to be the premier destination for impactful manufacturing-related research. JMTM provides comprehensive international coverage of topics pertaining to the management of manufacturing technology, focusing on bridging theoretical advancements with practical applications to enhance manufacturing practices. JMTM seeks articles grounded in empirical evidence, such as surveys, case studies, and action research, to ensure relevance and applicability. All submissions should include a thorough literature review to contextualize the study within the field and clearly demonstrate how the research contributes significantly and originally by comparing and contrasting its findings with existing knowledge. Articles should directly address management of manufacturing technology and offer insights with broad applicability.
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