Big data driven cloud-fog manufacturing architecture

作者：Jing, Xuan; Yao, Xifan

来源：Computer Integrated Manufacturing Systems, 2019, 25(9): 2119-2139.

DOI：10.13196/j.cims.2019.09.001

• Adaptive manufacturing
• Cloud Manufacturing
• Collaborative manufacturing
• Enterprise modeling
• Industrial structures
• Manufacture system
• Proposed architectures
• System architectures

To study the inevitability of the birth of cloud-fog manufacturing, and the specific framework of big data driven cloud-fog manufacturing architecture as well as its implementation advantages under the background of big data and Internet of manufacturing things, through the analysis on mode evolution of manufacture systems under the background of big data and Internet of manufacturing things, the intrinsic reason why cloud manufacturing transformed towards cloud and fog collaborative manufacturing was explained. The manufacturing architecture based on cloud and fog computing in big data environment was proposed. Then, its implementations on three different levels, namely, device, workshop and enterprise were investigated. The flexible self-adaptive manufacturing model, the multi-agents based dynamic flexible shop scheduling model, the customized predicting manufacture model and the dynamic networked industrial structure driven crystal-like enterprise model were built based on the proposed architecture. Market resource allocation patterns and credit valuation influence on the security of the proposed architecture were discussed under the background of big data and Internet of manufacturing things.

• 出版日期2019-9-1
• 单位华南理工大学