Multi-objective multi-parameter optimization of the industrial LBW process using a new optimization algorithm

作者: Ravipudi V Rao , Vivek D Kalyankar

DOI: 10.1177/0954405411435865

关键词: Manufacturing engineeringMulti-objective optimizationEngineeringProcess (computing)Mathematical optimizationProduction costProbabilistic-based design optimizationEngineering optimizationMulti parameterAutomationOptimization algorithm

摘要: The concept of automation has been brought into the industries in order to increase production rate and at same time minimize cost. LBW process is widely replacing man...

参考文章(16)
P. Sathiya, M.Y. Abdul Jaleel, D. Katherasan, B. Shanmugarajan, Optimization of laser butt welding parameters with multiple performance characteristics Optics and Laser Technology. ,vol. 43, pp. 660- 673 ,(2011) , 10.1016/J.OPTLASTEC.2010.09.007
R.V. Rao, V.J. Savsani, D.P. Vakharia, Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems Computer-aided Design. ,vol. 43, pp. 303- 315 ,(2011) , 10.1016/J.CAD.2010.12.015
R.V. Rao, V.J. Savsani, D.P. Vakharia, Teaching-Learning-Based Optimization: An optimization method for continuous non-linear large scale problems Information Sciences. ,vol. 183, pp. 1- 15 ,(2012) , 10.1016/J.INS.2011.08.006
K.Y. Benyounis, A.G. Olabi, M.S.J. Hashmi, Effect of laser welding parameters on the heat input and weld-bead profile Journal of Materials Processing Technology. ,vol. 164, pp. 978- 985 ,(2005) , 10.1016/J.JMATPROTEC.2005.02.060
V. Balasubramanian, G. Padmanaban, Optimization of laser beam welding process parameters to attain maximum tensile strength in AZ31B magnesium alloy Optics and Laser Technology. ,vol. 42, pp. 1253- 1260 ,(2010) , 10.1016/J.OPTLASTEC.2010.03.019
G. Casalino, Statistical analysis of MIG-laser CO2 hybrid welding of Al–Mg alloy Journal of Materials Processing Technology. ,vol. 191, pp. 106- 110 ,(2007) , 10.1016/J.JMATPROTEC.2007.03.065
Sujit Ghosal, Sudipto Chaki, Estimation and optimization of depth of penetration in hybrid CO2 LASER-MIG welding using ANN-optimization hybrid model. The International Journal of Advanced Manufacturing Technology. ,vol. 47, pp. 1149- 1157 ,(2010) , 10.1007/S00170-009-2234-1
Young Whan Park, Sehun Rhee, Process modeling and parameter optimization using neural network and genetic algorithms for aluminum laser welding automation The International Journal of Advanced Manufacturing Technology. ,vol. 37, pp. 1014- 1021 ,(2008) , 10.1007/S00170-007-1039-3
A.G. Olabi, G. Casalino, K.Y. Benyounis, M.S.J. Hashmi, An ANN and Taguchi algorithms integrated approach to the optimization of CO2 laser welding Advances in Engineering Software. ,vol. 37, pp. 643- 648 ,(2006) , 10.1016/J.ADVENGSOFT.2006.02.002
E.M. Anawa, A.G. Olabi, Using Taguchi method to optimize welding pool of dissimilar laser-welded components Optics & Laser Technology. ,vol. 40, pp. 379- 388 ,(2008) , 10.1016/J.OPTLASTEC.2007.07.001