An ontological model and method for obsolescence resolution and management

Liyu Zheng, Peter Sandborn, Janis Terpenny, Nihal Orfi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

With today's rapid advancement in technologies, commercial high tech components are rendered obsolete more frequently. Such components are often parts of long-life products. Hence, technology obsolescence can make design changes for systems expensive and result in high life-cycle costs. Several tools have been developed to support obsolescence management. While these tools provide benefits and serve as focal points for information related to components, these tools are limited in many respects due to data conflicts, incompleteness and inconsistency. Further, the lack of communication between these tools compounds the limitations making the proactive management of obsolescence even more challenging. This paper addresses gaps in existing tools, by providing a framework capable of integrating heterogeneous sources of information and knowledge that are required to resolve and manage obsolescence. This is implemented through an obsolescence resolution ontological model developed using the ontology editor Protégé. A reasoning method is used to query obsolescence information and resolution strategies to support decision-making. This paper includes two case studies describing results from the application of the ontological model and method and how these facilitate sharing and exchange of knowledge critical to obsolescence management.

Original languageEnglish (US)
Title of host publicationFAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing
Subtitle of host publicationCapturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation
EditorsF. Frank Chen
PublisherDEStech Publications Inc.
Pages185-192
Number of pages8
ISBN (Electronic)9781605951737
StatePublished - Jan 1 2014
Event24th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2014 - San Antonio, United States
Duration: May 20 2014May 23 2014

Publication series

NameFAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation

Other

Other24th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2014
CountryUnited States
CitySan Antonio
Period5/20/145/23/14

Fingerprint

Obsolescence
Ontology
Life cycle
Decision making
Communication

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Artificial Intelligence
  • Industrial and Manufacturing Engineering

Cite this

Zheng, L., Sandborn, P., Terpenny, J., & Orfi, N. (2014). An ontological model and method for obsolescence resolution and management. In F. F. Chen (Ed.), FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation (pp. 185-192). (FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation). DEStech Publications Inc..
Zheng, Liyu ; Sandborn, Peter ; Terpenny, Janis ; Orfi, Nihal. / An ontological model and method for obsolescence resolution and management. FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation. editor / F. Frank Chen. DEStech Publications Inc., 2014. pp. 185-192 (FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation).
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title = "An ontological model and method for obsolescence resolution and management",
abstract = "With today's rapid advancement in technologies, commercial high tech components are rendered obsolete more frequently. Such components are often parts of long-life products. Hence, technology obsolescence can make design changes for systems expensive and result in high life-cycle costs. Several tools have been developed to support obsolescence management. While these tools provide benefits and serve as focal points for information related to components, these tools are limited in many respects due to data conflicts, incompleteness and inconsistency. Further, the lack of communication between these tools compounds the limitations making the proactive management of obsolescence even more challenging. This paper addresses gaps in existing tools, by providing a framework capable of integrating heterogeneous sources of information and knowledge that are required to resolve and manage obsolescence. This is implemented through an obsolescence resolution ontological model developed using the ontology editor Prot{\'e}g{\'e}. A reasoning method is used to query obsolescence information and resolution strategies to support decision-making. This paper includes two case studies describing results from the application of the ontological model and method and how these facilitate sharing and exchange of knowledge critical to obsolescence management.",
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Zheng, L, Sandborn, P, Terpenny, J & Orfi, N 2014, An ontological model and method for obsolescence resolution and management. in FF Chen (ed.), FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation. FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation, DEStech Publications Inc., pp. 185-192, 24th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2014, San Antonio, United States, 5/20/14.

An ontological model and method for obsolescence resolution and management. / Zheng, Liyu; Sandborn, Peter; Terpenny, Janis; Orfi, Nihal.

FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation. ed. / F. Frank Chen. DEStech Publications Inc., 2014. p. 185-192 (FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Zheng L, Sandborn P, Terpenny J, Orfi N. An ontological model and method for obsolescence resolution and management. In Chen FF, editor, FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation. DEStech Publications Inc. 2014. p. 185-192. (FAIM 2014 - Proceedings of the 24th International Conference on Flexible Automation and Intelligent Manufacturing: Capturing Competitive Advantage via Advanced Manufacturing and Enterprise Transformation).