Titlebook: Data-Driven Decision Making for Product Service Systems; Giuditta Pezzotta,Roberto Sala,Fabiana Pirola Book 2024 The Editor(s) (if applica

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Role of Ontology in Data-Driven PSS Engineering and Design and Lifecycle Managementore, there is a need for a structural approach in data management. A PSS semantic framework in the form of ontology representing generic PSS entities and their relations brings not only benefits to PSS engineering and design phases, but also enhancements of the whole PSS lifecycle management. This c

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Multi Criteria Decision Making for PSS Design models for Multi-Criteria Decision Making (MCDM) are proposed in the literature to augment the ability of the design team to identify, early on in the process, the most valuable solution option(s). The aim of this chapter is to review how MCDM is applied today to guide design concept selection acti

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Using Operational Data to Represent Machine Components Health and Derive Data-Driven Servicesficantly increased prices, as well as long and uncertain delivery times. As a consequence, they consider potential alternatives to meet material requirements. One of these alternative approaches is to extend the useful life of required technical components based on an assessment of their current con

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Defining the Smartness of Data-Driven PSS in Decision-Makingen we analyse the papers presented at the Smart Services Summit 2022 to shed light on the characteristics a smart PSS should have to enable more effective business decisions. In doing this, we specifically explore who are the purposes and beneficiaries of data-driven decisions in smart PSS. We devel