Understanding Data-Driven Cyber-Physical-Social System (D-CPSS) Using a 7C Framework in Social Manufacturing Context
| Autor: | Xinguo Ming, Dao Yin, Xianyu Zhang |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
cyber-physical-social system
0209 industrial biotechnology Computer science Context (language use) 02 engineering and technology lcsh:Chemical technology Biochemistry Article Analytical Chemistry Personalization Data-driven Social Networking cyber-physical system 020901 industrial engineering & automation Manufacturing Industry 0202 electrical engineering electronic engineering information engineering lcsh:TP1-1185 Electrical and Electronic Engineering Instrumentation Smart manufacturing Socialization Cyber-physical system Data science Atomic and Molecular Physics and Optics social manufacturing Social system data-driven 020201 artificial intelligence & image processing |
| Zdroj: | Sensors (Basel, Switzerland) Sensors Volume 20 Issue 18 Sensors, Vol 20, Iss 5319, p 5319 (2020) |
| ISSN: | 1424-8220 |
| Popis: | The trend towards socialization, personalization and servitization in smart manufacturing has attracted the attention of researchers, practitioners and governments. Social manufacturing is a novel manufacturing paradigm responding to this trend. However, the current cyber&ndash physical system (CPS) merges only cyber and physical space social space is missing. A cyber&ndash physical&ndash social system (CPSS)-based smart manufacturing is in demand, which incorporates cyber space, physical space and social space. With the development of the Internet of Things and social networks, a large volume of data is generated. A data-driven view is necessary to link tri-space. However, there is a lack of systematical investigation on the integration of CPSS and the data-driven view in the context of social manufacturing. This article proposes a seven-layered framework for a data-driven CPSS (D-CPSS) along the data&ndash information&ndash knowledge&ndash wisdom (DIKW) pyramid under a social manufacturing environment. The evolution, components, general model and framework of D-CPSS are illustrated. An illustrative example is provided to explain the proposed framework. Detailed discussion and future perspectives on implementation are also presented. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|