Smart manufacturing combines advanced manufacturing capabilities and digital technologies throughout the product lifecycle. These technologies can provide decision-making support to manufacturers through improved monitoring, analysis, modeling, and simulation that generate more and better intelligence about manufacturing systems. However, challenges and barriers have impeded the adoption of smart manufacturing technologies. To begin to address this need, this paper defines requirements for data-driven decision making in manufacturing based on a generalized description of decision making. Using these requirements, we then focus on identifying key barriers that prevent the development and use of data-driven decision making in industry as well as examples of technologies and standards that have the potential to overcome these barriers. The goal of this research is to promote a common understanding among the manufacturing community that can enable standardization efforts and innovation needed to continue adoption and use of smart manufacturing technologies.
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ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 21–24, 2016
Charlotte, North Carolina, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-5008-4
PROCEEDINGS PAPER
Enabling Smart Manufacturing Technologies for Decision-Making Support
Moneer Helu,
Moneer Helu
National Institute of Standards and Technology, Gaithersburg, MD
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Don Libes,
Don Libes
National Institute of Standards and Technology, Gaithersburg, MD
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Joshua Lubell,
Joshua Lubell
National Institute of Standards and Technology, Gaithersburg, MD
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Kevin Lyons,
Kevin Lyons
National Institute of Standards and Technology, Gaithersburg, MD
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K. C. Morris
K. C. Morris
National Institute of Standards and Technology, Gaithersburg, MD
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Moneer Helu
National Institute of Standards and Technology, Gaithersburg, MD
Don Libes
National Institute of Standards and Technology, Gaithersburg, MD
Joshua Lubell
National Institute of Standards and Technology, Gaithersburg, MD
Kevin Lyons
National Institute of Standards and Technology, Gaithersburg, MD
K. C. Morris
National Institute of Standards and Technology, Gaithersburg, MD
Paper No:
DETC2016-59721, V01BT02A035; 10 pages
Published Online:
December 5, 2016
Citation
Helu, M, Libes, D, Lubell, J, Lyons, K, & Morris, KC. "Enabling Smart Manufacturing Technologies for Decision-Making Support." Proceedings of the ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 1B: 36th Computers and Information in Engineering Conference. Charlotte, North Carolina, USA. August 21–24, 2016. V01BT02A035. ASME. https://doi.org/10.1115/DETC2016-59721
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