Journal ArticleDOI
Prediction of process parameters for gas metal arc welding by multiple regression analysis
TLDR
In this article, a prediction regression equation of the welding process parameters in order to obtain the desired geometry of the back-bead in butt welding, a form of gird welding, is presented.Abstract:
The purpose of this study is to find a prediction regression equation of the welding process parameters in order to obtain the desired geometry of the back-bead in butt welding, a form of g...read more
Citations
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Journal ArticleDOI
Modeling of TIG welding process using conventional regression analysis and neural network-based approaches
TL;DR: In this article, the performance of the conventional regression analysis approach, a back-propagation neural network (BPNN) and a genetic-neural system (GA-NN) were compared on some randomly generated test cases (experimental), which are different from the training cases.
Journal ArticleDOI
Optimization of parameters of submerged arc weld using non conventional techniques
TL;DR: An attempt was made to minimize weld bead width, a good indicator of bead geometry, using optimization procedures based on the genetic algorithm (GA) and particle swarm optimization (PSO) algorithm to determine optimal weld parameters.
Journal ArticleDOI
Global versus cluster-wise regression analyses for prediction of bead geometry in MIG welding process
TL;DR: In this paper, an attempt is made to establish input-output relationships in MIG welding process through regression analyses carried out both globally (i.e., one set of response equations for the entire range of the variables) as well as cluster-wise.
Journal ArticleDOI
Modeling of the MIG welding process using statistical approaches
TL;DR: In this article, an attempt is made to determine input-output relationships of the MIG welding process by using regression analysis based on the data collected as per full-factorial design of experiments.
Journal ArticleDOI
A Review on Optimization of Welding Process
TL;DR: In this article, the state-of-the-art optimization techniques to be used for welding are reviewed, and the scope of the paper is to review the state of the art of optimization techniques for welding.
References
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Journal Article
The effects of process variables on the weld deposit area in submerged arc welds
R.S. Chandel,M.J. Bibby +1 more
TL;DR: In this paper, the results of bead-on-plate submerged arc welding experiments are presented to determine the effects of process variables on the weld deposit area at a constant heat input of 2kj/mm.
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