A survey on failure prognosis research: Theory and applications

Javad Mohammadpour; Karolos M. Grigoriadis; Matthew A. Franchek; Benjamin J. Zwissler

doi:10.1115/IMECE2006-15044

A survey on failure prognosis research: Theory and applications

Javad Mohammadpour, Karolos M. Grigoriadis, Matthew A. Franchek, Benjamin J. Zwissler

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The paper presents a survey of recent advances in the area of failure prognosis and highlights some of the engineering applications in this area. The theoretical aspects of data-driven and model-based prognosis and damage modeling are summarized. The paper also reviews a recently proposed intelligent model-based diagnosis/prognosis structure and its components. Finally, some of the important industrial applications, in which prognosis techniques have been employed for anticipating failure occurrence and determining useful remaining life are discussed.

Original language	English (US)
Title of host publication	American Society of Mechanical Engineers, Manufacturing Engineering Division, MED
Publisher	American Society of Mechanical Engineers (ASME)
ISBN (Print)	0791837904, 9780791837900
DOIs	https://doi.org/10.1115/IMECE2006-15044
State	Published - Jan 1 2006
Event	2006 ASME International Mechanical Engineering Congress and Exposition, IMECE2006 - Chicago, IL, United States Duration: Nov 5 2006 → Nov 10 2006

Other

Other	2006 ASME International Mechanical Engineering Congress and Exposition, IMECE2006
Country/Territory	United States
City	Chicago, IL
Period	11/5/06 → 11/10/06

ASJC Scopus subject areas

Engineering(all)

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10.1115/IMECE2006-15044

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Mohammadpour, J, Grigoriadis, KM, Franchek, MA & Zwissler, BJ 2006, A survey on failure prognosis research: Theory and applications. in American Society of Mechanical Engineers, Manufacturing Engineering Division, MED. American Society of Mechanical Engineers (ASME), 2006 ASME International Mechanical Engineering Congress and Exposition, IMECE2006, Chicago, IL, United States, 11/5/06. https://doi.org/10.1115/IMECE2006-15044

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AB - The paper presents a survey of recent advances in the area of failure prognosis and highlights some of the engineering applications in this area. The theoretical aspects of data-driven and model-based prognosis and damage modeling are summarized. The paper also reviews a recently proposed intelligent model-based diagnosis/prognosis structure and its components. Finally, some of the important industrial applications, in which prognosis techniques have been employed for anticipating failure occurrence and determining useful remaining life are discussed.

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PB - American Society of Mechanical Engineers (ASME)

Y2 - 5 November 2006 through 10 November 2006

ER -

A survey on failure prognosis research: Theory and applications

Abstract

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ASJC Scopus subject areas

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