为涉及多家公司的协作工厂开发数字化转型成熟度评估模型

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Keeeun Lee, Youngchul Song, Minyoung Park, Byungun Yoon
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引用次数: 0

摘要

最近,工业领域的数字化转型(DX)进展突出了数字化协作工厂,它强调与合作伙伴的关系,尤其是在制造业。然而,现有的 DX 成熟度评估模型主要侧重于评估单个公司,缺乏对合作伙伴关系的考虑,因而无法反映协作系统的复杂性。为了解决这一局限性,本研究旨在开发一个专门针对数字化协作工厂的 DX 成熟度评估模型,同时考虑协作关系。首先,研究人员查阅了 25 个现有的 DX 成熟度评估模型,并从每个模型中提取了与协作相关的评估要素。据此,创建了包含 15 个评估要素的成熟度评估模型,其中包括组织方面、流程管理、质量控制和物流运营。最后,为了验证该模型的适用性,对处于同一价值链中的牵头公司(叉车制造公司)及其合作伙伴(汽车零部件制造商)的 DX 成熟度水平进行了评估,并对模型的适用性进行了评价。结果表明,主导公司需要在智能化、连通性和自动化方面进行改进,而其合作伙伴则需要简化生产流程操作和技术连通性。这种方法使制造商在解决与合作伙伴合作过程中出现的问题以及制定未来战略时,能够获得更可靠的信息。研究结果表明,加强合作伙伴之间的协作系统,推进基于数字协作的 DX,将提高制造业的竞争力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of Digital Transformation Maturity Assessment Model for Collaborative Factory Involving Multiple Companies
Recent advancements in digital transformation (DX) in the industrial sector have spotlighted digital collaborative factories, which emphasize relationships with partners, particularly in the manufacturing sector. However, existing DX maturity assessment models primarily focus on evaluating individual companies, lacking consideration of partnerships and thereby failing to reflect the complexities of collaborative systems. To address this limitation, this study aims to develop a DX maturity assessment model tailored to digital collaborative factories while accounting for collaborative relationships. Initially, 25 existing DX maturity assessment models were reviewed, and the evaluation elements related to collaboration were extracted from each. Accordingly, the maturity assessment model was created with 15 evaluation factors, including organizational aspects, process management, quality control, and logistics operations. Finally, to verify the applicability of the model, the DX maturity levels of a lead company—a forklift-manufacturing company—and its partner—an automotive component manufacturer—within the same value chain were assessed, and the model’s suitability was evaluated. The results indicate that the lead company needed to improve on the intelligence, connectivity, and automation aspects, while its partner needs to streamline production process operations and technological connectivity. This approach enables manufacturers to obtain more reliable information in resolving issues arising from collaboration with partners, as well as in establishing future strategies. The findings suggest that strengthening collaboration systems among partners and advancing DX based on digital collaboration will raise competitiveness within the manufacturing sector.
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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