A service-oriented multi-player maintenance grouping strategy for complex multi-component system based on game theory

Preparing for smart product-service system (PSS) implementation: an investigation into the Daimler group

“…In China, this increased from 1% in 2002 to almost 20% in 2011 (Neely et al, 2011). The convergence of digitalization and servitization offers the opportunity to take advantage of the concepts of the industry 4.0 and the IoT, in order to meet the demands of the new reality of the consumer market (Zheng et al, 2019;Chang et al, 2019), with potentially increased sustainability (Pacheco et al, 2019). The concept of 'Smart PSS' was coined by Valencia-Cardona et al (2015), defined as the integration of smart products and e-services into novel service solutions to meet individual customer needs.…”

“…Indeed, Zheng et al (2019) argue that most existing Smart PSS are still productoriented in nature, while little concern is given to the result-oriented business model. Moreover, Chang et al (2019) state the necessity of analyzing the roles of OEM and providers in this process. This paper seeks to investigate the main factors that advance the integration of Smart PSS in an automotive company.…”

“…The key aspects for each tactical area were compiled and investigated in order to fulfil a gap in the literature. In doing so, this paper addresses the issues raised by Zheng et al (2019) and Chang et al (2019), i.e. the need for further studies on the role of an OEM in the implementation of Smart PSS, and the preparation for organizational transformation when adopting new IT-driven business models under a service logic.…”

Service‐driven approach to life‐cycle dynamic evolutionary update of modular product structure

“…At present, a large number of scholars focus on the research of PSS. For the maintenance service, Chang et al [1] attempted to formulate the multiplayer maintenance grouping strategy for complex multi‐components system based on game theory. Hristo et al [2] proposed a PSS integration modelling framework based on system modelling language.…”

Tristage Bargaining Dynamic Game-Based Preventive Maintenance for Electric Multiple Unit

“…How to reduce the PM cost or increase the availability of system under the premise of ensuring the necessary system reliability is a contended topic among scholars. In recent years, scholars and maintenance engineers have introduced game theory into the field of PM [17,18] and have achieved numerous significant advancements. Hu et al [19] adopted a game theory model to handle the interactive effect between the production plan and PM schedule.…”