Return on CPS (RoCPS): An Evaluation Model to Assess the Cost Effectiveness of Cyber-Physical Systems for Small and Medium-Sized Enterprises

P. Burggräf, M. Dannapfel, Matthias Bertling, T. Xu
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引用次数: 9

Abstract

This paper addresses the challenge of evaluating the cost effectiveness of cyber-physical systems (CPS) for small and medium-sized enterprises (SMEs) in manufacturing industries. CPS are key technologies to implement the digitalization and interlinking of production processes with the advantage of increasing production efficiency and flexibility. However, it is difficult to evaluate properly how much CPS can contribute to profit growth because of various costs of complex CPS components and ambiguous estimation of potential CPS benefits. For SMEs, the investment decision on CPS is especially difficult due to the lack of human resources with CPS competence and limited financial resources. Thus, an evaluation model for assessing the economic effectiveness of CPS aimed at SMEs is developed in this paper. To assess the effectiveness, different cost types of implementing CPS are identified and classified. Furthermore, potential benefits of CPS utilization are analyzed comprehensively and calculation rules for monetization of benefits are suggested. The metric "Return on CPS (RoCPS)" is defined to value the profit based on the invested capital. The RoCPS will facilitate the selection of economically efficient CPS solutions, supporting SMEs with economic growth by reasonable technology management. Finally, the evaluation model is validated by a use case of an electric vehicle start-up.
CPS的回报(RoCPS):评估中小型企业网络物理系统成本效益的评估模型
本文解决了评估制造业中小企业网络物理系统(CPS)成本效益的挑战。CPS是实现生产过程数字化和互联化的关键技术,具有提高生产效率和灵活性的优势。然而,由于复杂的CPS组件的各种成本和对潜在CPS效益的模糊估计,很难正确评估CPS对利润增长的贡献。对于中小企业来说,由于缺乏具备CPS能力的人力资源和有限的财力,CPS的投资决策尤为困难。在此基础上,本文建立了中小企业CPS经济效益评价模型。为了评估成效,我们对实施CPS的不同成本类型进行了识别和分类。综合分析了CPS利用的潜在效益,并提出了效益货币化的计算规则。“CPS回报率(RoCPS)”这一指标被定义为根据投入的资本来评估利润。该计划有助选择具经济效益的CPS解决方案,以合理的技术管理支援中小企业的经济增长。最后,通过电动汽车启动用例对评估模型进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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