Taguchi, Grey Relational Analysis, and ANOVA Optimization of TIG Welding Parameters to Maximize Mechanical Performance of Al-6061 T6 Alloy

This study presents a comprehensive investigation into optimizing Tungsten Inert Gas (TIG) welding parameters to enhance the mechanical performance of the widely used Al-6061 T6 alloy, specifically in a double V joint configuration with a plate thickness of 6 mm, for aerospace applications. The Taguchi method was employed to design the experiments, providing a robust framework for analyzing the influence of the electrical current, voltage, and gas flow rate on weld quality. Additionally, a Grey Relational Analysis (GRA) and an Analysis of Variance (ANOVA) were used to validate the optimal welding parameters and quantify the significance of each factor. The optimized parameters were determined to be an amperage of 180 A, a voltage of 18 V, and a gas flow rate of 10 L/min, resulting in significant improvements of up to 40% in tensile strength and 23% in hardness, demonstrating the effectiveness of the optimized conditions. The findings provide valuable insights into welding metallurgy, offering practical guidelines for enhancing high-performance welded joints in critical industrial applications. This study underscores the potential of combining Taguchi, GRA, and ANOVA methodologies to achieve superior mechanical properties and reliability in welded structures.

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Publication Details

Journal
Journal of Manufacturing and Materials Processing
Published
2024-11-05
DOI
https://doi.org/10.3390/jmmp8060246
Citations
12
Primary Topic
Welding Techniques and Residual Stresses
Type
article
Field-Weighted Citation Impact
2.55

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article

Taguchi, Grey Relational Analysis, and ANOVA Optimization of TIG Welding Parameters to Maximize Mechanical Performance of Al-6061 T6 Alloy

Miguel Angel Alcantara, Manuel Serrano, Adrián Del-Pozo, Z. Vargas-Galarza et al.
12 citations
Journal of Manufacturing and Materials Processing
Welding Techniques and Residual Stresses
2.55
article

Taguchi, Grey Relational Analysis, and ANOVA Optimization of TIG Welding Parameters to Maximize Mechanical Performance of Al-6061 T6 Alloy

Miguel Angel Alcantara, Manuel Serrano, Adrián Del-Pozo, Z. Vargas-Galarza, Hugo Rojas, Socorro Valdez
article en
12 citations

Abstract

This study presents a comprehensive investigation into optimizing Tungsten Inert Gas (TIG) welding parameters to enhance the mechanical performance of the widely used Al-6061 T6 alloy, specifically in a double V joint configuration with a plate thickness of 6 mm, for aerospace applications. The Taguchi method was employed to design the experiments, providing a robust framework for analyzing the influence of the electrical current, voltage, and gas flow rate on weld quality. Additionally, a Grey Relational Analysis (GRA) and an Analysis of Variance (ANOVA) were used to validate the optimal welding parameters and quantify the significance of each factor. The optimized parameters were determined to be an amperage of 180 A, a voltage of 18 V, and a gas flow rate of 10 L/min, resulting in significant improvements of up to 40% in tensile strength and 23% in hardness, demonstrating the effectiveness of the optimized conditions. The findings provide valuable insights into welding metallurgy, offering practical guidelines for enhancing high-performance welded joints in critical industrial applications. This study underscores the potential of combining Taguchi, GRA, and ANOVA methodologies to achieve superior mechanical properties and reliability in welded structures.

Journal of Manufacturing and Materials ProcessingVol. 8(6)
Universidad Michoacana de San Nicolás de Hidalgo (MX), Instituto Tecnológico de Culiacán (MX), Tecnológico Nacional de México (MX), Universidad Autónoma del Estado de Morelos (MX), Universidad Nacional Autónoma de México (MX)
Tecnológico Nacional de México
Openalex Percentile: Top 10%
Welding Techniques and Residual Stresses
2.55
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