Optimization and modeling of spot welding parameters with simultaneous multiple response consideration using multi-objective Taguchi method and RSM
Norasiah Muhammad, Yupiter HP Manurung*, Mohammad Hafidzi, Sunhaji Kiyai Abas, Ghalib Tham and Esa Haruman
The Journal of Mechanical Science and Technology, vol. 26, no. 8, pp.2365-2370, 2012
Abstract : "This paper presents an alternative method to optimize process parameters of resistance spot welding (RSW) towards weld zone development.
The optimization approach attempts to consider simultaneously the multiple quality characteristics, namely weld nugget and heat
affected zone (HAZ), using multi-objective Taguchi method (MTM). The experimental study was conducted for plate thickness of 1.5
mm under different welding current, weld time and hold time. The optimum welding parameters were investigated using the Taguchi
method with L9 orthogonal array. The optimum value was analyzed by means of MTM, which involved the calculation of total normalized
quality loss (TNQL) and multi signal to noise ratio (MSNR). A significant level of the welding parameters was further obtained by
using analysis of variance (ANOVA). Furthermore, the first order model for predicting the weld zone development is derived by using
response surface methodology (RSM). Based on the experimental confirmation test, the proposed method can be effectively applied to
estimate the size of weld zone, which can be used to enhance and optimized the welding performance in RSW or other application."
Keyword : Multi objective taguchi method; Multi signal to noise ratio; Resistance spot welding; Response surface methodology |