Modularization of smart product service: A framework integrating smart product service blueprint and weighted complex network - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Computers in Industry Année : 2020

Modularization of smart product service: A framework integrating smart product service blueprint and weighted complex network

Résumé

Modularization of smart product service (SPS) emerges as a priority strategy to agilely satisfy the dynamic customization requirement and to flexibly response to the rapid market change. Compared with the traditional product service, the SPS have more complicated interactions between the service components due to the novel characteristics caused by the application of smart technologies. The SPS modularization presents great differences from the identification of service component, correlation evaluation and module partition with the traditional product service modularization. However, most the existing research mainly focuses on the context of traditional product service, while containing scant study of smart product service. Therefore, this study proposes a hybrid framework for SPS modularization. In the framework, a cyber-physical product service blueprint is firstly proposed to represent the SPS operation process and identify the SPS components. Then, a rough-fuzzy correlation matrix is presented to determine the comprehensive interdependence between all pairs of SPS components with fully considering the hybrid decision uncertainties involved in the evaluation process, i.e., intrapersonal linguistic vagueness and interpersonal preference diversity. After that, the complex network theory is used to construct the SPS network and a modified Girvan-Newman algorithm is adopted for the SPS module partition. Finally, an illustrative modularization case of smart gearbox maintenance service and some caparisons with other methods demonstrate the feasibility and validity of the proposed approach.
Fichier principal
Vignette du fichier
Chen_26706.pdf (4.24 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02949078 , version 1 (25-09-2020)

Identifiants

Citer

Zhihua Chen, Xinguo Ming, Élise Vareilles, Olga Battaïa. Modularization of smart product service: A framework integrating smart product service blueprint and weighted complex network. Computers in Industry, 2020, 123, pp.103302. ⟨10.1016/j.compind.2020.103302⟩. ⟨hal-02949078⟩

Collections

KEDGE-BS
41 Consultations
170 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More