Articoli correlati a Data mining for degradation modelling

Data mining for degradation modelling - Brossura

Lin, Hungyen

 
9783639100785: Data mining for degradation modelling
Brossura
ISBN 10: 3639100786 ISBN 13: 9783639100785
Casa editrice: VDM Verlag Dr. Müller, 2008

Sinossi

Accelerated degradation testing is widely accepted in competitive industries. As there is no longer the need to test till failures, there are tremendous cost and time benefits on fully capitalizing on such a testing regime. Consequently, this research has aimed for better understanding of the relationship between design and degradation using the degradation data. Artificial neural network is widely used for complex problems in the literature. This book proposes and demonstrates the neural network modelling methodology into capturing the non parametric relationship between design and degradation, specific to the particular problem domain. In particular, two models of different practical significance are developed and compiled as Windows executables for predicting material performances.

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Informazioni sull'autore

Hungyen Lin received B.Comp Sys. Eng. (Honors) from The University of Adelaide in 2003 and the M.S. degree from UniSA in 2005. He is currently working towards a Ph.D. degree in Electrical & Electronic Engineering at The University of Adelaide on an APA scholarship. His current research involves THz near-field imaging and signal processing.

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Editore
VDM Verlag Dr. Müller
Data di pubblicazione
2008
Lingua
Inglese
ISBN 10 
3639100786
ISBN 13 
9783639100785
Rilegatura
Copertina flessibile
Numero di pagine
124
Contatto del produttore
non disponibile
Persona responsabile
non disponibile