ISSN 2394-5125
 

Research Article 


Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc.

Abstract
Pulsed0Gas0Metal Arc0Welding (P-GMAW) is0considered as0one of the0most
important0arc welding0processes in0fabrication, which is used in0high-technology0industrial
applications. In0order to control and0recognize the P-GMAW process0parameters, it is
necessary0to determine0the input and0output relationship0of the0welding processes.0PGMAW
offers an0enhancement in quality0and productivity over regular0Gas Metal0Arc
Welding0(GMAW). The0process enables0low mean current and0low net heat input0with
stable0spray0transfer.0This0paper0describes0the0estimation0 and0 comparison0of0welding0
process0parameters viz., current, Gas0Flow Rate (GFR) and Wire0Feed Rate (WFR)
on0Ultimate Tensile0Strength (UTS), Yield0Strength (YS) and0Percentage of0Elongation.
Experiments0have has been performed by0taking ASTM A 106 material0based on Taguchiā€Ÿs
L27 standard0orthogonal array. Estimation0of welding performances0have been carried
out0using sophisticated mathematical0models viz., Group Method0of Data Handling
(GMDH) and Artificial0Neural Network (ANN) and0compared. The output0developed by
ANN model0is used to compare with0the output obtained0through GMDH. Estimation0and
comparison of welding0performances were carried out0using GMDH and ANN0techniques.

Key words: Pulsed0Gas0Metal Arc0Welding (P-GMAW),regular0Gas Metal0Arc Welding0(GMAW),on0Ultimate Tensile0Strength (UTS)


 
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How to Cite this Article
Pubmed Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. JCR. 2020; 7(7): 1629-1636. doi:10.31838/jcr.07.07.278


Web Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. http://www.jcreview.com/?mno=109808 [Access: May 30, 2021]. doi:10.31838/jcr.07.07.278


AMA (American Medical Association) Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. JCR. 2020; 7(7): 1629-1636. doi:10.31838/jcr.07.07.278



Vancouver/ICMJE Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. JCR. (2020), [cited May 30, 2021]; 7(7): 1629-1636. doi:10.31838/jcr.07.07.278



Harvard Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc (2020) Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. JCR, 7 (7), 1629-1636. doi:10.31838/jcr.07.07.278



Turabian Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. 2020. Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. Journal of Critical Reviews, 7 (7), 1629-1636. doi:10.31838/jcr.07.07.278



Chicago Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. "Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN." Journal of Critical Reviews 7 (2020), 1629-1636. doi:10.31838/jcr.07.07.278



MLA (The Modern Language Association) Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc. "Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN." Journal of Critical Reviews 7.7 (2020), 1629-1636. Print. doi:10.31838/jcr.07.07.278



APA (American Psychological Association) Style

Rudreshi Addamania, H V Ravindraa, Gayathri devi S Kb, Ugrasen Gc (2020) Estimation0and Comparison0of Welding Performances0for ASTM A 106 Material in P-GMAW0Using GMDH and0ANN. Journal of Critical Reviews, 7 (7), 1629-1636. doi:10.31838/jcr.07.07.278