Effect of technology multiplier: A framework for analysis of innovation perspectives on production segment allocation

IF 4.6 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Florian Stamer , Roman Girke , Shun Yang , Jung-Hoon Chun , Gisela Lanza
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Abstract

In the realm of production systems, determining the optimal segment allocation remains a central concern. While several existing models address this issue, a significant gap remains as many overlook the critical role of innovation and lack a holistic perspective. This paper presents a model that emphasizes innovation capabilities and introduces the concept of a “Technology Multiplier” underscoring the compounding influence of technology and innovation on production segment allocation decisions. Within this work, we focus on preliminary studies to establish the “Technology Multiplier” concept employing an Analytical Hierarchy Process (AHP) with sensitivity analysis. The validity of our approach is demonstrated through four case studies from three industries, illustrating the relevance of our elaborated metrics for the concept of “Technology Multipliers”. In particular, a leading automotive company uses our findings to reach a more appropriate strategic decision aligned with innovation and production growth, compared to its previous decisions. These results not only demonstrate a robust fit with our proposed metrics but also indicate that our framework lays the foundation for further research on the “Technology Multiplier”, enriching the decision-making process for production segment allocation.
技术乘数的影响:从创新角度分析生产部门分配的框架
在生产系统领域,确定最佳的分部分配仍然是一个核心问题。虽然现有的一些模型可以解决这一问题,但由于许多模型忽视了创新的关键作用,缺乏整体视角,因此仍然存在很大差距。本文提出了一个强调创新能力的模型,并引入了 "技术乘数 "的概念,强调技术和创新对生产部门分配决策的复合影响。在这项工作中,我们将重点放在初步研究上,通过分析层次过程(AHP)和敏感性分析来确立 "技术乘数 "的概念。我们通过对三个行业的四个案例进行研究,证明了我们的方法的有效性,说明了我们为 "技术乘数 "概念制定的指标的相关性。特别是,与之前的决策相比,一家领先的汽车公司利用我们的研究成果,做出了更符合创新和生产增长的战略决策。这些结果不仅证明了我们提出的度量标准非常适合,而且还表明我们的框架为进一步研究 "技术乘数 "奠定了基础,丰富了生产部门分配的决策过程。
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来源期刊
CIRP Journal of Manufacturing Science and Technology
CIRP Journal of Manufacturing Science and Technology Engineering-Industrial and Manufacturing Engineering
CiteScore
9.10
自引率
6.20%
发文量
166
审稿时长
63 days
期刊介绍: The CIRP Journal of Manufacturing Science and Technology (CIRP-JMST) publishes fundamental papers on manufacturing processes, production equipment and automation, product design, manufacturing systems and production organisations up to the level of the production networks, including all the related technical, human and economic factors. Preference is given to contributions describing research results whose feasibility has been demonstrated either in a laboratory or in the industrial praxis. Case studies and review papers on specific issues in manufacturing science and technology are equally encouraged.
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