Standardizing Research Methods for Prognostics

Shared by Miryam Strautkalns on May 13, 2013

Summary

Author(s) :
S. Uckun, P. Lucas, And K. Goebel
Abstract

Prognostics and health management (PHM) is a maturing system engineering discipline. As with most maturing disciplines, PHM does not yet have a universally accepted research methodology. As a result, most component life estimation efforts are based on ad-hoc experimental methods that lack statistical rigor. In this paper, we provide a critical review of current research methods in PHM and contrast these methods with standard research approaches in a more established discipline (medicine). We summarize the developmental steps required for PHM to reach full maturity and to generate actionable results with true business impact.

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