A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services

Chao Chun Chen, Min Hsiung Hung, Po Yi Li, Yu Chuan Lin, Yu Yang Liu, Fan Tien Cheng

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)1378-1385
Number of pages8
JournalIEEE Robotics and Automation Letters
Volume3
Issue number3
DOIs
Publication statusPublished - 2018 Jul 1

Fingerprint

Manufacturing
Manufacturing Industries
Metrology
System Architecture
Work Flow
Paradigm

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Human-Computer Interaction
  • Biomedical Engineering
  • Mechanical Engineering
  • Control and Optimization
  • Artificial Intelligence
  • Computer Science Applications
  • Computer Vision and Pattern Recognition

Cite this

@article{0304a515d22d4e71b62196e182736cc8,
title = "A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services",
abstract = "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.",
author = "Chen, {Chao Chun} and Hung, {Min Hsiung} and Li, {Po Yi} and Lin, {Yu Chuan} and Liu, {Yu Yang} and Cheng, {Fan Tien}",
year = "2018",
month = "7",
day = "1",
doi = "10.1109/LRA.2018.2799420",
language = "English",
volume = "3",
pages = "1378--1385",
journal = "IEEE Robotics and Automation Letters",
issn = "2377-3766",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "3",

}

A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services. / Chen, Chao Chun; Hung, Min Hsiung; Li, Po Yi; Lin, Yu Chuan; Liu, Yu Yang; Cheng, Fan Tien.

In: IEEE Robotics and Automation Letters, Vol. 3, No. 3, 01.07.2018, p. 1378-1385.

Research output: Contribution to journalArticle

TY - JOUR

T1 - A Novel Automated Construction Scheme for Efficiently Developing Cloud Manufacturing Services

AU - Chen, Chao Chun

AU - Hung, Min Hsiung

AU - Li, Po Yi

AU - Lin, Yu Chuan

AU - Liu, Yu Yang

AU - Cheng, Fan Tien

PY - 2018/7/1

Y1 - 2018/7/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85063309012&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85063309012&partnerID=8YFLogxK

U2 - 10.1109/LRA.2018.2799420

DO - 10.1109/LRA.2018.2799420

M3 - Article

AN - SCOPUS:85063309012

VL - 3

SP - 1378

EP - 1385

JO - IEEE Robotics and Automation Letters

JF - IEEE Robotics and Automation Letters

SN - 2377-3766

IS - 3

ER -