Title : ( Optimizing pulsed Nd:YAG laser beam welding process parameters to attain maximum ultimate tensile strength for thin AISI316L sheet using response surface methodology and simulated annealing algorithm )
Authors: amir torabi , Farhad Kolahan ,Abstract
Pulsed laser welding is a powerful technique especially suitable for joining thin sheet metals. In this study, based on experimental data, pulsed laser welding of thin AISI316L austenitic stainless steel sheet has been modeled and optimized. The experimental data required for modeling are gathered as per Central Composite Design matrix in Response Surface Methodology (RSM) with full replication of 31 runs. Ultimate Tensile Strength (UTS) is considered as the main quality measure in laser welding. Furthermore, the important process parameters including peak power, pulse duration, pulse frequency and welding speed are selected as input process parameters. The relation between input parameters and the output response is established via full quadratic response surface regression with confidence level of 95%. The adequacy of the regression model was verified using Analysis of Variance technique results. The main effects of each factor and the interactions effects with other factors were analyzed graphically in contour and surface plot. Next, to maximum joint UTS, the best combinations of parameters levels were specified using RSM. Moreover, the mathematical model is implanted into a Simulated Annealing (SA) optimization algorithm to determine the optimal values of process parameters. The results obtained by both SA and RSM optimization techniques are in good agreement. The optimal parameters settings for peak power of 1800 W, pulse duration of 4.5 ms, frequency of 4.2 Hz and welding speed of 0.5 mm/s would result in a welded joint with 96% of the base metal UTS. Computational results clearly demonstrate that the proposed modeling and optimization procedures perform quite well for pulsed laser welding process.
Keywords
, Pulsed laser welding, Response Surface Methodology (RSM), Regression modeling, Simulated annealing algorithm, AISI316L stainless steel@article{paperid:1067654,
author = {Torabi , Amir and Kolahan, Farhad},
title = {Optimizing pulsed Nd:YAG laser beam welding process parameters to attain maximum ultimate tensile strength for thin AISI316L sheet using response surface methodology and simulated annealing algorithm},
journal = {Optics and Laser Technology},
year = {2018},
volume = {103},
number = {1},
month = {January},
issn = {0030-3992},
pages = {300--310},
numpages = {10},
keywords = {Pulsed laser welding; Response Surface Methodology (RSM); Regression modeling; Simulated annealing algorithm; AISI316L stainless steel},
}
%0 Journal Article
%T Optimizing pulsed Nd:YAG laser beam welding process parameters to attain maximum ultimate tensile strength for thin AISI316L sheet using response surface methodology and simulated annealing algorithm
%A Torabi , Amir
%A Kolahan, Farhad
%J Optics and Laser Technology
%@ 0030-3992
%D 2018