A multi-fidelity information fusion metamodeling assisted laser beam welding process parameter optimization approach
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Chao-Chao Wang | Yang Yang | Xinyu Shao | Ping Jiang | Qi Zhou | Longchao Cao | Jiexiang Hu | Zhongmei Gao | X. Shao | P. Jiang | Jiexiang Hu | Zhongmei Gao | Longchao Cao | Chao-Chao Wang | Qi Zhou | Yang Yang
[1] A. De,et al. Development of a Three-Dimensional Heat-Transfer Model for the Gas Tungsten Arc Welding Process Using the Finite Element Method Coupled with a Genetic Algorithm–Based Identification of Uncertain Input Parameters , 2008 .
[2] Kai Wang,et al. Modeling and optimization of joint quality for laser transmission joint of thermoplastic using an artificial neural network and a genetic algorithm , 2012 .
[3] Min Zhang,et al. Effect of Laser Welding Process Parameters on Microstructure and Mechanical Properties on Butt Joint of New Hot-Rolled Nano-scale Precipitation-Strengthened Steel , 2014, Acta Metallurgica Sinica (English Letters).
[4] Hui Zhou,et al. An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function , 2015, Simul. Model. Pract. Theory.
[5] Sehyeok Oh,et al. Effect of keyhole geometry and dynamics in zero-gap laser welding of zinc-coated steel sheets , 2016 .
[6] Madjid Tavana,et al. Multi-objective control chart design optimization using NSGA-III and MOPSO enhanced with DEA and TOPSIS , 2016, Expert Syst. Appl..
[7] Xinyu Shao,et al. Optimization of laser brazing onto galvanized steel based on ensemble of metamodels , 2018, J. Intell. Manuf..
[8] B. Mintz,et al. Importance of columnar grains in dictating hot ductility of steels , 2000 .
[9] Keiichi Motoyama,et al. Process parameter optimization of lap joint fillet weld based on FEM-RSM-GA integration technique , 2015, Adv. Eng. Softw..
[10] Deyong You,et al. WPD-PCA-Based Laser Welding Process Monitoring and Defects Diagnosis by Using FNN and SVM , 2015, IEEE Transactions on Industrial Electronics.
[11] H.-L. Lin,et al. The use of the taguchi method and a neural-genetic approach to optimize the quality of a pulsed Nd:YAG laser welding process , 2015, Experimental Techniques.
[12] H. W. Kerr,et al. Grain refinement in magnetically stirred GTA welds of aluminum alloys , 1981 .
[13] Liang Gao,et al. Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems , 2015, Expert Syst. Appl..
[14] Xinyu Shao,et al. Multi-objective optimization of laser brazing with the crimping joint using ANN and NSGA-II , 2016 .
[15] Enrico Zio,et al. NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment , 2013, Expert Syst. Appl..
[16] Swarup Bag,et al. Influence of displacement constraints in thermomechanical analysis of laser micro-spot welding process , 2014 .
[17] Rajneesh Kumar,et al. Artificial intelligence-based modelling and multi-objective optimization of friction stir welding of dissimilar AA5083-O and AA6063-T6 aluminium alloys , 2018 .
[18] J. Goldak,et al. A new finite element model for welding heat sources , 1984 .
[19] Masoud Rais-Rohani,et al. Simulation-based numerical optimization of arc welding process for reduced distortion in welded structures , 2014 .
[20] Huixia Liu,et al. Simulation and optimization of continuous laser transmission welding between PET and titanium through FEM, RSM, GA and experiments , 2013 .
[21] L. Quintino,et al. Numerical optimization approaches of single-pulse conduction laser welding by beam shape tailoring , 2016 .
[22] E. Acar. Various approaches for constructing an ensemble of metamodels using local measures , 2010 .
[23] Renping Wang,et al. Numerical simulation of transient temperature field during laser keyhole welding of 304 stainless steel sheet , 2011 .
[24] Xinyu Shao,et al. Prediction of angular distortion in no gap butt joint using BPNN and inherent strain considering the actual bead geometry , 2016 .
[25] P. Sathiya,et al. Optimisation of laser welding parameters for welding of P92 material using Taguchi based grey relational analysis , 2016 .
[26] Kenji Shinozaki,et al. Solidification cracking susceptibility of modified 9Cr1Mo steel weld metal during hot-wire laser welding with a narrow gap groove , 2014, Welding in the World.
[27] G. Gary Wang,et al. An Efficient Pareto Set Identification Approach for Multiobjective Optimization on Black-Box Functions , 2005 .
[28] J. Coupland,et al. Numerical simulation of alloy composition in dissimilar laser welding , 2015 .
[29] Xinyu Shao,et al. Optimization of Process Parameters of Hybrid Laser–Arc Welding onto 316L Using Ensemble of Metamodels , 2016, Metallurgical and Materials Transactions B.
[30] Xinyu Shao,et al. Parameters optimization of laser brazing in crimping butt using Taguchi and BPNN-GA , 2015 .
[31] Guijun Bi,et al. Laser welding of CP Ti to stainless steel with different temporal pulse shapes , 2016 .
[32] A. Sudjianto,et al. An Efficient Algorithm for Constructing Optimal Design of Computer Experiments , 2005, DAC 2003.
[33] Mohammad Hassan Shojaeefard,et al. Multi objective optimization of friction stir welding parameters using FEM and neural network , 2014, International Journal of Precision Engineering and Manufacturing.
[34] Luis M. Torres-Treviño,et al. Analysis and evaluation in a welding process applying a Redesigned Radial Basis Function , 2012, Expert Syst. Appl..
[35] Dilip Kumar Pratihar,et al. Modelling of weld-bead geometry and hardness profile in laser welding of plain carbon steel using neural networks and genetic algorithms , 2014, Int. J. Comput. Integr. Manuf..
[36] Ping Zhou,et al. A load identification method for the grinding damage induced stress (GDIS) distribution in silicon wafers , 2016 .
[37] Xinyu Shao,et al. Parameters optimization of hybrid fiber laser-arc butt welding on 316L stainless steel using Kriging model and GA , 2016 .
[38] Chao-Chao Wang,et al. Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II , 2016, Adv. Eng. Softw..
[39] Hee-Seon Bang,et al. Application of Taguchi Approach to Optimize Laser-Arc Hybrid Welding Parameters of Galvanized Steel , 2016, Strength of Materials.
[40] Xinyu Shao,et al. Optimization of welding process parameters by combining Kriging surrogate with particle swarm optimization algorithm , 2016 .
[41] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[42] Bart A. de Jong,et al. "Trust and Team Performance: A Meta-Analysis of Main Effects, Contingencies, and Qualifiers" , 2015 .
[43] Sudipto Chaki,et al. Multi-objective optimisation of pulsed Nd:YAG laser cutting process using integrated ANN–NSGAII model , 2018, J. Intell. Manuf..