AE BEHAVIORS EVALUATION WITH BP NEURAL-NETWORK

Authors
CHENG RW TOZAWA T GEN M KATO H TAKAYAMA Y
Citation
Rw. Cheng et al., AE BEHAVIORS EVALUATION WITH BP NEURAL-NETWORK, Computers & industrial engineering, 31(3-4), 1996, pp. 867-871
Citations number
6
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications","Engineering, Industrial
Journal title
Computers & industrial engineering → ACNP
ISSN journal
03608352
Volume
31
Issue
3-4
Year of publication
1996
Pages
867 - 871
Database
ISI
SICI code
0360-8352(1996)31:3-4<867:ABEWBN>2.0.ZU;2-4
Abstract
This paper reports our experiment on training a three layer forwards n eural network with backpropagation algorithm (BP) to memorize acoustic emission (AE) behaviors of magnesium ahoy during fatigue test process and perform the mapping from Ae behaviors to fatigue crack propagatio n. This study reveals the potential possibility of using artificial ne ural networks for automated AE testing. Simulation results are very en couraging and conclusively in favor of this attempt.