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Santa Clara, CA, USA
*Corresponding author: Krishna Sampath, Santa Clara, CA, USA
Submission: August 14, 2024:Published: October 28, 2024
ISSN : 2578-0255Volume12 Issue4
The current effort performed a novel, two-stage selective analysis of a large, Shielded Metal Arc (SMA) Weld Metal (WM) database posted online at ResearchGate by Dr. Glyn M Evans [1] together with the previously published analysis [2] using Constraints-Based Modeling (CBM), an Artificial Neural Network (ANN) offered by Japan Welding Engineering Society (JWES) at its web-site [3] and a machine learning algorithm that provided a New Ar3 equation [4] as appropriate and effective tools to organize and analyze Evans’s database in gaining valuable insights on welding electrode development and/or evaluation:
a.The first-stage selective analysis of TiBAlN series of WMs with N content below 85ppm (0.0085wt-%) used two metallurgical criteria involving CBM, New Ar3 equation and JWES-ANN tool; and
b.The second-stage selective analysis used the results of the first-stage selective analysis and identified 61 WMs belonging to different Fe-C-Mn systems with N content below 100ppm (0.0010wt-%) to reaffirm that control of selected characteristics is essential to obtain high-performance WM microstructures.
Keywords:Yield strength; Pressure vessels; Machine; Temperature; Strength; Metal arc
Ph.D in Agriculture from Faculty of Agriculture, Tohoku University
Research Professor, PhD, Holistic Research Institute
Professor, Chief Doctor, Director of Department of Pediatric Surgery, Associate Director of Department of Surgery, Doctoral Supervisor Tongji hospital, Tongji medical college, Huazhong University of Science and Technology
Senior Research Engineer and Professor, Center for Refining and Petrochemicals, Research Institute, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran, Saudi Arabia
Fellow of International Agency for Standards and Ratings (IASR), Edith Cowan University, Sarich Neuroscience Research Institute
Chancellor Emeritus / Professor Emeritus of Chemistry and Physics, University of Missouri–St. Louis
Ph.D in Science from the Federal University of Alagoas, UFAL, Brazil
Assistant Professor in College of Architecture, Art and Design
Interim Dean, College of Education and Health Sciences, Director of Biomechanics Laboratory, Sport Science Innovation Program, Bridgewater State University
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National Defence University of Malaysia, Malaysia
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Indian Institute of Technology Kharagpur, India
Council for Agriculture Research and Analysis of Agri Economy (CREA), Italy
King Fahd University of Petroleum and Minerals, Saudi Arabia
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