Mild Steel GMA Welds Microstructural Analysis and Estimation Using Sensor Fusion and Neural Network Modeling

Mild Steel GMA Welds Microstructural Analysis and Estimation Using Sensor Fusion and Neural Network Modeling

This study aims at evaluating the efficiency of sensor fusion, based on neural networks, to estimate the microstructural characteristics of both the weld bead and base material in GMAW processes. The weld beads of AWS ER70S-6 wire were deposited on SAE 1020 steel plates varying welding voltage, weld...

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Bibliographic Details
Main Authors: Leandro Bruno Alves Caio, Alysson Martins Almeida Silva, Guillermo Alvarez Bestard, Lais Soares Vieira, Guilherme Caribé de Carvalho, Sadek Crisóstomo Absi Alfaro
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
GMAW
microstructure estimation
neural networks
sensor fusion
Online Access:https://www.mdpi.com/1424-8220/21/16/5459

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