期刊文献+

Prediction and optimization of process parameter of friction stir welded AA5083-H111 aluminum alloy using response surface methodology 被引量:26

Prediction and optimization of process parameter of friction stir welded AA5083-H111 aluminum alloy using response surface methodology
下载PDF
导出
摘要 A systematic approach was presented to develop the empirical model for predicting the ultimate tensile strength of AA5083-H111 aluminum alloy which is widely used in ship building industry by incorporating friction stir welding(FSW) process parameters such as tool rotational speed,welding speed,and axial force.FSW was carried out considering three-factor five-level central composite rotatable design with full replications technique.Response surface methodology(RSM) was applied to developing linear regression model for establishing the relationship between the FSW process parameters and ultimate tensile strength.Analysis of variance(ANOVA) technique was used to check the adequacy of the developed model.The FSW process parameters were also optimized using response surface methodology(RSM) to maximize the ultimate tensile strength.The joint welded at a tool rotational speed of 1 000 r/min,a welding speed of 69 mm/min and an axial force of 1.33 t exhibits higher tensile strength compared with other joints. A systematic approach was presented to develop the empirical model for predicting the ultimate tensile strength of AA5083-H111 aluminum alloy which is widely used in ship building industry by incorporating friction stir welding (FSW) process parameters such as tool rotational speed, welding speed, and axial force. FSW was carried out considering three-factor five-level central composite rotatable design with full replications technique. Response surface methodology (RSM) was applied to developing linear regression model for establishing the relationship between the FSW process parameters and ultimate tensile strength. Analysis of variance (ANOVA) technique was used to check the adequacy of the developed model. The FSW process parameters were also optimized using response surface methodology (RSM) to maximize the ultimate tensile strength. The joint welded at a tool rotational speed of 1 000 r/min, a welding speed of 69 mm/min and an axial force of 1.33 t exhibits higher tensile strength compared with other joints.
出处 《Journal of Central South University》 SCIE EI CAS 2012年第1期1-8,共8页 中南大学学报(英文版)
关键词 优化工艺参数 响应曲面法 模型预测 摩擦搅拌焊接 铝合金 极限拉伸强度 搅拌摩擦焊 线性回归模型 friction stir welding design expert design of experiments analysis of variance (ANOVA) response surfacemethodology (RSM) optimization
  • 相关文献

参考文献17

  • 1DAWES C J, THOMAS W M. Friction stir joining of aluminum alloys [C]//TWI Bulletin. The Welding Institute, 1995: 124.
  • 2COLLIGAN K J. Frictions stir welding for ship construction [M]. Harrisburg, PA: Concurrent Technologies Corporation, 2004: 1-6.
  • 3PEEL M, STEUWER A, PREUSS M, WITHERS P J. Microstructure mechanical properties and residual stresses as a function of welding speed in aluminum AA5083 friction stir welds [J]. Acta Materialia, 2003, 51(16): 4791-4801.
  • 4HAN M S, LEE S J, PARK J C, KO S C, WOO Y B, KIM S J. Optimum condition by mechanical characteristic evaluation in friction stir welding for 5083-0 Al alloy [J]. Transaction of Nonferrous Metals Society of China, 2009, 19(1 ): 17-22.
  • 5LEAL R, LOUREIRO A. Defects formation in friction stir welding of aluminium alloys [J]. Advanced Material Forum II, 2004, 455/456: 299-302.
  • 6CHEN Y C, LIU H, FENG J. Friction stir welding characteristics of different heat-treated-state 2219 aluminium alloy plates [J]. Material Science Engineering A, 2006, 420(1/2): 21-25.
  • 7GRUM J, SLABE J M. The use of factorial design and response surface methodology for fast determination of optimal heat treatment conditions of different Ni-Co-Mo surfaced layers [J]. Journal of Materials Processing Technology, 2004, 155(30): 2026-2032.
  • 8GUNARAJ V, MURUGAN N. Application of response surtaee methodology for predicting weld bead quality in submerged arc welding of pipes [J]. Journal of Material Processing Technology, 1999, 88: 266-275.
  • 9MANONMANI K, MURUGAN N, BUVANASEKARAN G. Effect of process parameters on the weld bead geometry of laser beam welded stainless steel sheets [J]. International Journal of Joining Materials, 2005, 17(4): 103-109.
  • 10BALASUBRAMANIAN M, JAYABALAN V, BALASUBRAMANIAN V. Developing mathematical models to predict tensile properties of pulsed current gas tungsten arc welded Ti-6Al-4V alloy [J]. Materials and Design, 2008, 29(1): 92-97.

同被引文献168

引证文献26

二级引证文献104

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部