Implementation of Machine Learning Algorithms for Weld Quality Prediction and Optimization in Resistance Spot Welding-Reference-Cited by-同舟云学术

Implementation of Machine Learning Algorithms for Weld Quality Prediction and Optimization in Resistance Spot Welding

Published:2023-07-17 Issue: Volume: Page:
ISSN:1059-9495
Container-title:Journal of Materials Engineering and Performance
language:en
Short-container-title:J. of Materi Eng and Perform

Author:

Johnson Nevan Nicholas^ORCID,Madhavadas Vaishnav^ORCID,Asati Brajesh^ORCID,Giri Anoj^ORCID,Hanumant Shinde Ajit^ORCID,Shajan Nikhil^ORCID,Arora Kanwer Singh^ORCID,Selvaraj Senthil Kumaran^ORCID

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Link

https://link.springer.com/content/pdf/10.1007/s11665-023-08503-2.pdf

Reference60 articles.

1. P. Podržaj, I. Polajnar, J. Diaci, and Z. Kariž, Overview of Resistance Spot Welding Control, Sci. Technol. Welding Joining, 2008, 13(3), p 215–224.

2. N.T. Williams and J.D. Parker, Review of Resistance Spot Welding of Steel Sheets: Part 1 - Modelling and Control of Weld Nugget Formation, Int. Mater. Rev., 2004, 49, p 45–75.

3. M. Pouranvari and S.P.H. Marashi, Critical Review of Automotive Steels Spot Welding: Process, Structure and Properties, Sci. Technol. Welding Joining, 2013, 18(5), p 361–403.

4. J.P. Oliveira, K. Ponder, E. Brizes, T. Abke, P. Edwards, and A.J. Ramirez, Combining Resistance Spot Welding and Friction Element Welding for Dissimilar Joining of Aluminum to High Strength Steels, J. Mater. Process. Technol., 2019, 273, p 116192. https://doi.org/10.1016/j.jmatprotec.2019.04.018

5. D. Zhao, Y. Wang, D. Liang, and P. Zhang, Modeling and Process Analysis of Resistance Spot Welded DP600 Joints Based on Regression Analysis, Mater. Des., 2016, 110, p 676–684.

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Investigation of a novel stepped-current vis-à-vis conventional resistance spot welding of dual-phase 780 (DP 780) steel;Journal of Manufacturing Processes;2024-09

2. Optimization and prediction of resistance seam weld quality in secondary coated steels using machine learning;International Journal on Interactive Design and Manufacturing (IJIDeM);2024-07-13

3. Machine learning metamodels for thermo-mechanical analysis of friction stir welding;International Journal on Interactive Design and Manufacturing (IJIDeM);2024-05-25

4. Prediction of Impact Strength of TIG Welded Cr-Mo Steel Using Artificial Neural Networks;Metallurgical and Materials Engineering;2023-12-16