DocumentCode
2864805
Title
Determining the shape parameter of a Weibull distribution from mechanical damage models
Author
Guérin, Fabrice ; Dumon, Bernard ; Hambli, Ridha
Author_Institution
ISTIA, Angers, France
fYear
2001
fDate
2001
Firstpage
156
Lastpage
160
Abstract
The aim of this paper is to show that it is possible to determine the shape factor of the Weibull distribution relating to a mechanical damage model. In particular, we define the shape parameter linked to damage by limited fatigue. Also, the parameters of distribution of cycles number to failure is characterized using the limited fatigue approach by the Basquin model. After, the Weibull parameters (β and η) are estimated by the method of moments. This work is currently used for other modes in order subsequently to obtain more precise conclusions when one analyses a Weibull sheet
Keywords
Weibull distribution; failure analysis; fatigue; method of moments; parameter estimation; Basquin model; Weibull distribution; Weibull parameters estimation; limited fatigue approach; log-normal distribution; mechanical damage models; method of moments; shape parameter; time to failure; Ball bearings; Corrosion; Fatigue; Gears; Log-normal distribution; Moment methods; Random variables; Shape; Tensile stress; Weibull distribution;
fLanguage
English
Publisher
ieee
Conference_Titel
Reliability and Maintainability Symposium, 2001. Proceedings. Annual
Conference_Location
Philadelphia, PA
ISSN
0149-144X
Print_ISBN
0-7803-6615-8
Type
conf
DOI
10.1109/RAMS.2001.902459
Filename
902459
Link To Document