A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services

Cloud manufacturing (CMfg) has emerged as a next-generation manufacturing paradigm that has potential to revolutionize the manufacturing industry. In further promotion of CMfg, how to build CMfg services in an automatic and efficient manner is an essential and challenging subject. Currently, there i...

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Vydáno v:IEEE robotics and automation letters Ročník 3; číslo 3; s. 1378 - 1385
Hlavní autoři: Chen, Chao-Chun, Hung, Min-Hsiung, Li, Po-Yi, Lin, Yu-Chuan, Liu, Yu-Yang, Cheng, Fan-Tien
Médium: Journal Article
Jazyk:angličtina
Vydáno: Piscataway IEEE 01.07.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Automation
Cloud computing
cloud manufacturing service
Computer architecture
fast automated construct scheme
Graphical user interfaces
Intelligent and flexible manufacturing
Intelligent manufacturing systems
Libraries
Manufacturing
middleware and programming environments
Promotion
Web servers
Workflow
ISSN:2377-3766, 2377-3766
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Shrnutí:Cloud manufacturing (CMfg) has emerged as a next-generation manufacturing paradigm that has potential to revolutionize the manufacturing industry. In further promotion of CMfg, how to build CMfg services in an automatic and efficient manner is an essential and challenging subject. Currently, there is no literature addressing such issue. Aimed at facilitating rapid construction of CMfg services, this letter proposes a novel automated construction scheme for developing CMfg services, called Manufacturing Service Automated Construction Scheme (MSACS). First, we develop a three-phase workflow of MSACS to address the issues of how to construct CMfg services automatically using standalone software library package (SSLP). Next, we design a system architecture of MSACS to delineate how to implement MSACS. Then, we depict the designs of MSACS's core components. Finally, we apply MSACS to conduct industrial case studies to build the automatic virtual metrology cloud service and intelligent yield management cloud service for an intelligent manufacturing platform. Testing results demonstrate that MSACS can automatically construct the target CMfg services in a very efficient manner after uploading the required SSLPs. Thus, MSACS can significantly alleviate the burden of engineers in building CMfg services, and in turn can facilitate the promotion of CMfg.
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ISSN:2377-3766
2377-3766
DOI:10.1109/LRA.2018.2799420