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A Product/Service System Design Schema: Application to Big Data Analytics

机译:产品/服务系统设计模式:在大数据分析中的应用

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The challenge of environmental sustainability has required product/service systems (PSSs) to play a substantial role. New technologies such as big data analytics (BDA), which have high potential to improve or enable PSSs, are increasingly implemented in industry. However, research achieved in the past and research opportunities in the intersection of PSS design and BDA are unclear in the literature. Therefore, this article took an inter-disciplinary approach and aimed to pave the way forward for research and development in PSS design and show opportunities to improve PSS design and delivery using BDA. The research methods adopted were literature synthesis and systematic literature review. The synthesis of PSS design literature resulted in a schema consisting of 10 design steps for PSS conceptual design. The systematic review of BDA literature found 11 research works, including industrial applications, which were then mapped on to the PSS design schema. This revealed the achievement of applied research using BDA for some of the PSS design steps as well as opportunities of research for the others. The two inter-related areas of research, PSS design and BDA, were connected with each other more clearly, so that further research could be anchored and motivated with more specificity.
机译:环境可持续性的挑战需要产品/服务系统(PSS)以发挥重要作用。在工业中越来越多地实施具有高潜力的大数据分析(BDA)等新技术越来越多地实施。然而,在PSS设计和BDA交叉口的过去和研究机会中取得的研究在文献中尚不清楚。因此,本文采取了一项跨学科的方法,并旨在为PSS设计的研发铺平,展示使用BDA改善PSS设计和交付的机会。采用的研究方法是文献合成和系统文献综述。 PSS设计文献的合成导致了由PSS概念设计的10个设计步骤组成的模式。 BDA文献的系统审查发现11种研究作品,包括工业应用,然后映射到PSS设计模式。这揭示了使用BDA对一些PSS设计步骤的应用研究的实现以及其他人的研究机会。两个相关的研究领域PSS设计和BDA更清楚地相互连接,因此可以通过更多特异性锚定和激活进一步的研究。

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