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Measurement and Evaluation for Prognostics and Health Management for Manufacturing Operations – Lessons Learned from an Interactive Workshop

Published

Author(s)

Brian Weiss, Michael Brundage

Abstract

Personnel from the National Institute of Standards and Technology (NIST) organized and led a Measurement and Evaluation for Prognostics and Health Management for Manufacturing Operations (ME4PHM) workshop at the 2019 Annual Conference of the Prognostics and Health Management Society held on September 23rd, 2019 in Scottsdale, Arizona. This event featured panel presentations and discussions from industry, government, and academic participants who are focused in advancing monitoring, diagnostic, and prognostic (collectively known as prognostic and health management (PHM)) capabilities within manufacturing operations. The participants represented a diverse cross-section of technology developers, integrators, end-users/manufacturers (from small to large), and researchers. These contributors discussed 1) what works well, 2) common challenges that need to be addressed, 3) where the community's priorities should be focused, and 4) how PHM technological adoption can be sped in a cost-effective manner. This report summarizes the workshop and offers lessons learned regarding the current state of PHM. Based upon the discussions, recommended next steps to advance this technological domain are also presented.
Citation
International Journal of Prognostics and Health Management
Volume
12

Keywords

condition monitoring, degradation, diagnostics, manufacturing processes, manufacturing systems, prognostics, prognostics and health management (PHM), validation, verification

Citation

Weiss, B. and Brundage, M. (2021), Measurement and Evaluation for Prognostics and Health Management for Manufacturing Operations – Lessons Learned from an Interactive Workshop, International Journal of Prognostics and Health Management, [online], https://doi.org/10.36001/ijphm.2021.v12i1.2653, https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=930661 (Accessed September 25, 2021)
Created January 1, 2021, Updated April 6, 2021