Empirical modeling and optimization of GTAW parameters on weld bead geometry of AA6061 alloy using Box-Behnken design
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OpenAlex topics: Advanced Welding Techniques Analysis · Welding Techniques and Residual Stresses · Metal Forming Simulation Techniques
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References (56)
Show source-provided references
1. A review on aluminum matrix composites' characteristics and applications for automotive sector10.1016/j.heliyon.2024.e38576 ↗
2. Friction stir welding of 6061 aluminum alloy: process design strategies for joint microstructure and mechanical performance enhancement10.1080/10408436.2025.2540125 ↗
3. Metallurgical and mechanical properties of heat treatable aluminum alloy AA6082 welds
4. How to avoid solidification cracking in arc welding of aluminum alloys: a review on weld metal grain refinement approaches10.1088/2053-1591/ad16ab ↗
5. Evaluating the influence of environmental factors and parameters on advancements in welding and joining processes: a review10.20961/mekanika.v22i2.75378 ↗
6. Influence of welding processes on microstructure, tensile and impact properties of Ti-6Al-4V alloy joints10.1016/S1003-6326(11)60850-9 ↗
7. Pulsed current gas tungsten arc welded joint of ASTM A105-AISI 316L steels: failure analysis and susceptibility to hydrogen embrittlement under slow strain rate tensile tests, and hydrogen sulfide corrosion10.1016/j.rineng.2025.107055 ↗
8. Deposition of Ni-tungsten carbide nanocomposite coating by TIG welding: characterization and control of microstructure and wear/corrosion responses10.1016/j.ceramint.2018.09.073 ↗
9. Continuous and pulsed TIG welded joint of ASTM A105-AISI 316L steels: characterization of microstructure, mechanical properties, and fracture analysis10.1016/j.jmrt.2025.10.219 ↗
10. Drastic improvement in mechanical properties and weldability of 316L stainless steel weld joints by using electromagnetic vibration during GTAW process10.1016/j.jmapro.2018.05.002 ↗
11. Aluminium alloys welding processes: challenges, joint types and process selection10.1177/0954405413484015 ↗
12. Process parameters-weld bead geometry interactions and their influence on mechanical properties: a case of dissimilar aluminium alloy electron beam welds10.1016/j.dt.2018.01.003 ↗
13. To study the influence of process parameters on weld bead geometry in shielded metal arc welding10.1016/j.matpr.2020.06.164 ↗
14. Effect of variations in peak and background currents during pulsed current gas tungsten arc welding on the dissimilar welded joint of ASTM A105-AISI 316L: microstructural changes, mechanical properties and fracture mechanism10.1016/j.jmrt.2025.09.162 ↗
15. Maximizing welding efficiency: applying an improved whale optimization algorithm for parametric optimization of bead width in a submerged arc welding process10.1007/s00170-024-14231-1 ↗
16. Optimization of GTAW parameters for repair welding of aged FSX-414 cobalt-based superalloy: microstructure and hardness characterization10.1016/j.jmrt.2026.05.031 ↗
17. Effect of welding parameters on microstructure and mechanical properties of AA6061-T6 butt welded joints by stationary shoulder friction stir welding10.1016/j.matdes.2014.07.046 ↗
18. Comparing the effect of continuous and pulsed current in the GTAW process of AISI 316L stainless steel welded joint: microstructural evolution, phase equilibrium, mechanical properties and fracture mode10.1016/j.jmrt.2021.07.154 ↗
19. Effect of welding speed on microstructure and mechanical properties of friction stir welded copper10.1016/j.matdes.2010.03.027 ↗
20. Influences of welding speed on microstructure and mechanical properties of friction stir welded Al–Mg alloy with high Mg content10.1088/2053-1591/ab9854 ↗
21. Microstructure and corrosion resistance of fusion welding zone for duplextubes welded with Q345R tube sheet under different welding currents10.3390/met12050705 ↗
22. An experimental investigation on the effect of gas tungsten arc welding current modes upon the microstructure, mechanical, and fractography properties of welded joints of two grades of AISI 316L and AISI310S alloy metal sheets10.1016/j.msea.2022.142877 ↗
23. Hadzihafizovic · 2025
24. The effect of pulse current changes in PCGTAW on microstructural evolution, drastic improvement in mechanical properties, and fracture mode of dissimilar welded joint of AISI 316L-AISI 310S stainless steels10.1016/j.msea.2021.141700 ↗
25. Study on the effect of Ar–He shielding gas on the weld formation, microstructure and mechanical properties of 5083 aluminum alloy weld10.1016/j.jmrt.2023.11.271 ↗
26. Influence of post weld heat treatment and alternating shielding gases on GMA welded joints of AA6061 alloy-A comprehensive investigation10.1080/09507116.2025.2487025 ↗
27. Empirical relationships and optimization for the GMA welded bead profile properties of AA6061 alloy utilizing alternate shielding gas10.1007/s11665-024-09994-3 ↗
28. Prediction of bead geometry with changing welding speed using artificial neural network10.3390/ma14061494 ↗
29. Weld bead geometry real-time control in gas metal arc welding processes using intelligent systems10.1007/s00170-022-10384-z ↗
30. Removal of the industrial azo dye crystal violet using a natural clay: characterization, kinetic modeling, and RSM optimization10.1016/j.chemosphere.2022.135516 ↗
31. Process factors optimisation for friction stir process of ZK 60 magnesium alloy employing Box Behnken approach
32. Laser transmission welding of polycarbonates: experiments, modeling, and sensitivity analysis10.1007/s00170-014-6693-7 ↗
33. Surrogate-based optimization design for surface texture of helical pair in helical hydraulic rotary actuator
34. Predicting weld bead geometry in the novel CW-GMAW process
35. Application of Box Benkhen design in the investigation of GTA welded bead profile characteristics on AA6061 using alternating shielding gases10.1166/jctn.2018.7152 ↗
36. Process optimization with response surface methodology: a comprehensive approach by experimental design types
37. Application of Box–Behnken factorial design for parameters optimization of basic dye removal using nano-hematite photo-Fenton tool10.1007/s13201-018-0783-x ↗
38. Fusion welding of magnesium alloys: process variants, metallurgical challenges, and structure–property relationships—A critical review
39. Mathematical modeling for the bead width and penetration in activated TIG welding process
40. Second-order polynomial equation-based block adjustment for orthorectification of DISP imagery10.3390/rs8080680 ↗
41. Effects of process parameters on the bead shape in the tandem gas metal arc welding of aluminum 5083-O alloy10.3390/app13116653 ↗
42. Predicting tensile strength, hardness and corrosion rate of friction stir welded AA6061-T6 aluminium alloy joints10.1016/j.matdes.2010.12.025 ↗
43. Optimization and comparative modelling of RSM and ANN for the adsorptive removal of Remazol Brilliant Blue R dye using spent coffee ground biochar10.1016/j.chemosphere.2025.144709 ↗
44. Experimental investigation and multi-response optimization of electrical discharge machining parameters for EN24 steel using response surface methodology
45. Resistant measures in assessing the adequacy of regression models
46. Optimization of FSW parameters for enhancing dissimilar joint strength of AA7050 and AA6061 using response surface methodology (RSM)10.1016/j.matpr.2023.04.144 ↗
47. Adsorption parameters optimization of spent coffee ground biochar for methylene blue removal using response surface methodology10.1016/j.chemosphere.2024.143242 ↗
48. Smith · 2015
49. Development of 3-Dimensional (3D) response surfaces to maximize yield strength and elongation of InterPulsed TIG welded thin high temperature alloy sheets for jet engine applications10.1016/j.cirpj.2020.09.003 ↗
50. Liquiritigenin-loaded poly (acrylic acid)-carboxymethyl cellulose hydrogels: formulation optimization, performance evaluation, and assessment of therapeutic efficacy for wound healing and sepsis caused by wound bacterial infection
51. Effects of helium gas flow rate on arc shape, molten pool behavior and penetration in aluminum alloy DCEN TIG welding10.1016/j.jmatprotec.2017.12.029 ↗
52. Effect of welding speed on the microstructure and corrosion resistance of laser deep penetration welded joints of nuclear-grade 316H stainless steel10.1016/j.nme.2025.101974 ↗
53. Process parameter optimization of gas metal arc welding on IS: 2062 mild steel using response surface methodology10.1016/j.jmapro.2016.12.016 ↗
54. The future of sensitivity analysis: an essential discipline for systems modeling and policy support10.1016/j.envsoft.2020.104954 ↗
55. Application of RSM and ANN to predict the tensile strength of friction stir welded A319 cast aluminium alloy10.1504/IJMR.2009.026576 ↗
56. Foundational statistical principles in medical research: sensitivity, specificity, positive predictive value, and negative predictive value10.3390/medicina57050503 ↗