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Taguchi Optimization of Pulsed Current GTA Welding Parameters for Improved Corrosion Resistance of 5083 Aluminum Welds
In this study, the Taguchi method was used as a design of experiment (DOE) technique to optimize the pulsed current gas tungsten arc welding (GTAW) parameters for improved pitting corrosion resistance of AA5083-H18 aluminum alloy welds. A L9 (3 4 ) orthogonal array of the Taguchi design was used, wh...
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Published in: | Journal of materials engineering and performance 2013-04, Vol.22 (4), p.1149-1160 |
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Main Authors: | , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | In this study, the Taguchi method was used as a design of experiment (DOE) technique to optimize the pulsed current gas tungsten arc welding (GTAW) parameters for improved pitting corrosion resistance of AA5083-H18 aluminum alloy welds. A L9 (3
4
) orthogonal array of the Taguchi design was used, which involves nine experiments for four parameters: peak current (
P
), base current (
B
), percent pulse-on time (
T
), and pulse frequency (
F
) with three levels was used. Pitting corrosion resistance in 3.5 wt.% NaCl solution was evaluated by anodic polarization tests at room temperature and calculating the width of the passive region (∆
E
pit
). Analysis of variance (ANOVA) was performed on the measured data and
S
/
N
(signal to noise) ratios. The “bigger is better” was selected as the quality characteristic (QC). The optimum conditions were found as 170 A, 85 A, 40%, and 6 Hz for
P
,
B
,
T
, and
F
factors, respectively. The study showed that the percent pulse-on time has the highest influence on the pitting corrosion resistance (50.48%) followed by pulse frequency (28.62%), peak current (11.05%) and base current (9.86%). The range of optimum ∆
E
pit
at optimum conditions with a confidence level of 90% was predicted to be between 174.81 and 177.74 mV
SCE
. Under optimum conditions, the confirmation test was carried out, and the experimental value of ∆
E
pit
of 176 mV
SCE
was in agreement with the predicted value from the Taguchi model. In this regard, the model can be effectively used to predict the ∆
E
pit
of pulsed current gas tungsten arc welded joints. |
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ISSN: | 1059-9495 1544-1024 |
DOI: | 10.1007/s11665-012-0346-5 |