A semantic e-Kanban system for network-centric manufacturing: technology, scale-free convergence, value and cost-sharing considerations.

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Title: A semantic e-Kanban system for network-centric manufacturing: technology, scale-free convergence, value and cost-sharing considerations.
Authors: Oh, Seog-Chan1 (AUTHOR) seog-chan.oh@gm.com, Shin, Jaemin2 (AUTHOR)
Source: International Journal of Production Research. Oct2012, Vol. 50 Issue 19, p5292-5316. 25p. 1 Color Photograph, 4 Black and White Photographs, 5 Diagrams, 6 Charts, 4 Graphs.
Subjects: Netcentric computing, Manufacturing processes, Mathematical models, Internetworking, Just-in-time systems, Flexible manufacturing systems, Cost shifting
Abstract: It is critical to facilitate business partners to be seamlessly interoperable with each other as the network-centric manufacturing (NCM) paradigm becomes a major trend in today's manufacturing environment. In this work, we propose a semantic e-Kanban inventory system where a semantic gateway is acting as a mapping hub to enable heterogeneous messages to be seamlessly exchanged between business partners on demand. The semantic gateway uses reasoning rules to map business partners’ proprietary data schemas and provides interoperability required for NCM. To observe the network dynamics of our proposed system, a discrete time dynamic model is built and shows its growth to a scale-free network with a convergence rate depending on the initial connectivity of the semantic gateway and preferential attachment parameters. To analyse the proposed system from an economic perspective, analytical and numerical studies are conducted showing that it has enough potential to reduce supply chain costs in comparison to those of the traditional approach. Finally, this study attempts to address the cost-sharing issue encountered when multiple partners are direct beneficiaries of the efficiency gain through a joint network-centric capability, but it is questionable who should pay for the capability implementation. The cost-sharing issue must be investigated because most network-centric capabilities would not be economically or technically feasible for an individual company to achieve. [ABSTRACT FROM PUBLISHER]
Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: A semantic e-Kanban system for network-centric manufacturing: technology, scale-free convergence, value and cost-sharing considerations.
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  Data: <searchLink fieldCode="AR" term="%22Oh%2C+Seog-Chan%22">Oh, Seog-Chan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> seog-chan.oh@gm.com</i><br /><searchLink fieldCode="AR" term="%22Shin%2C+Jaemin%22">Shin, Jaemin</searchLink><relatesTo>2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Production+Research%22">International Journal of Production Research</searchLink>. Oct2012, Vol. 50 Issue 19, p5292-5316. 25p. 1 Color Photograph, 4 Black and White Photographs, 5 Diagrams, 6 Charts, 4 Graphs.
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  Data: <searchLink fieldCode="DE" term="%22Netcentric+computing%22">Netcentric computing</searchLink><br /><searchLink fieldCode="DE" term="%22Manufacturing+processes%22">Manufacturing processes</searchLink><br /><searchLink fieldCode="DE" term="%22Mathematical+models%22">Mathematical models</searchLink><br /><searchLink fieldCode="DE" term="%22Internetworking%22">Internetworking</searchLink><br /><searchLink fieldCode="DE" term="%22Just-in-time+systems%22">Just-in-time systems</searchLink><br /><searchLink fieldCode="DE" term="%22Flexible+manufacturing+systems%22">Flexible manufacturing systems</searchLink><br /><searchLink fieldCode="DE" term="%22Cost+shifting%22">Cost shifting</searchLink>
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  Label: Abstract
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  Data: It is critical to facilitate business partners to be seamlessly interoperable with each other as the network-centric manufacturing (NCM) paradigm becomes a major trend in today's manufacturing environment. In this work, we propose a semantic e-Kanban inventory system where a semantic gateway is acting as a mapping hub to enable heterogeneous messages to be seamlessly exchanged between business partners on demand. The semantic gateway uses reasoning rules to map business partners’ proprietary data schemas and provides interoperability required for NCM. To observe the network dynamics of our proposed system, a discrete time dynamic model is built and shows its growth to a scale-free network with a convergence rate depending on the initial connectivity of the semantic gateway and preferential attachment parameters. To analyse the proposed system from an economic perspective, analytical and numerical studies are conducted showing that it has enough potential to reduce supply chain costs in comparison to those of the traditional approach. Finally, this study attempts to address the cost-sharing issue encountered when multiple partners are direct beneficiaries of the efficiency gain through a joint network-centric capability, but it is questionable who should pay for the capability implementation. The cost-sharing issue must be investigated because most network-centric capabilities would not be economically or technically feasible for an individual company to achieve. [ABSTRACT FROM PUBLISHER]
– Name: AbstractSuppliedCopyright
  Label:
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  Data: <i>Copyright of International Journal of Production Research is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1080/00207543.2011.618147
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      – Code: eng
        Text: English
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        PageCount: 25
        StartPage: 5292
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        Type: general
      – SubjectFull: Manufacturing processes
        Type: general
      – SubjectFull: Mathematical models
        Type: general
      – SubjectFull: Internetworking
        Type: general
      – SubjectFull: Just-in-time systems
        Type: general
      – SubjectFull: Flexible manufacturing systems
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      – SubjectFull: Cost shifting
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      – TitleFull: A semantic e-Kanban system for network-centric manufacturing: technology, scale-free convergence, value and cost-sharing considerations.
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              M: 10
              Text: Oct2012
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