A study on optimal design of process parameters in single point incremental forming of sheet metal by combining Box–Behnken design of experiments, response surface methods and genetic algorithms

Riadh Bahloul1, Henia Arfa1, Hédi Belhadjsalah1
1Laboratoire de Génie Mécanique (LGM), Ecole Nationale d’Ingénieurs de Monastir (ENIM), Université de Monastir, Monastir, Tunisia

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Hagan E, Jeswiet J (2003) A review of conventional and modern single point sheet metal forming methods. Proc IME B J Eng Manufact 217:213–225

Jeswiet J, Micari F, Hirt G, Bramley A, Duflou JR, Allwood J (2005) Asymmetric single point incremental forming of sheet metal (SheMet). Ann CIRP–Manuf Technol 54(2):623–649

Jeswiet J (2005) Asymmetric incremental sheet forming. Proceedings of the Eleventh International Conference on Sheet Metal (SheMet), Erlangen–Nuremberg, Germany, pp 35–58

Bahloul R, Arfa H, Bel Hadj Salah H (2011) Process analysis based on experimental tests and numerical modelling of single point incremental forming of sheet metal: effect of the principal process parameters. Proceedings of the XI International Conference on Computational Plasticity (COMPLAS), Barcelona, Spain

Ben Hmida R, Thibaud S, Gilbin A, Richard F (2013) Influence of the initial grain size in single point incremental forming process for thin sheets metal and microparts: experimental investigations. J Mater Des 45:155–165

Martins PAF, Bay N, Skjoedt M, Silva MB (2008) Theory of single point incremental forming. Ann CIRP–Manuf Technol 57:247–252

Jackson K, Allwood J (2009) The mechanics of incremental sheet forming. J Mater Process Technol 209:1158–1174

Hussain G, Gao L, Hayat N, Ziran X (2009) A new formability indicator in single point incremental forming. J Mater Process Technol 209:4237–4242

Bambach M, Ames J, Azaouzi M, Campagne L, Hirt G, Batoz JL (2005) New forming strategies for single point incremental sheet forming: experimental evaluation and numerical simulation. Proceedings of the eighth International Conference on Material Forming (ESAFORM), pp 671–674

Arfa H, Bahloul R, BelHadjSalah H (2012) Finite element modelling and experimental investigation of single point incremental forming process of aluminum sheets: influence of process parameters on punch force monitoring and on mechanical and geometrical quality of parts. Int J Mater Form. doi: 10.1007/s12289-012-1101-z

Duflou JR, Tunçkol Y, Szekeres A, Vanherck P (2007) Experimental study on force measurements for single point incremental forming. J Mater Process Technol 189:65–72

Ambrogio G, Filice L, Micari F (2006) A force measuring based strategy for failure prevention in incremental forming. J Mater Process Technol 177:413–416

Ham M, Jeswiet J (2007) Single point incremental forming limits using a Box-Behnken design of experiment. Key Eng Mater 344:629–636

Ham M, Jeswiet J (2007) Forming limit curves in single point incremental forming. Ann CIRP 56:277–280

Arfa H, Bahloul R, BelHadjSalah H (2009) Simulation numérique du formage incrémental. 19ème Congrès Français de Mécanique (CFM’2009), Marseille

Dejardin S, Thibaud S, Gelin JC, Michel G (2010) Experimental investigations and numerical analysis for improving knowledge of incremental sheet forming process for sheet metal parts. J Mater Process Technol 210:363–369

Thibaud S, Ben Hmida R, Richard F, Malécot P (2012) A fully parametric toolbox for the simulation of single point incremental sheet forming process: numerical feasibility and experimental validation. Simul Model Pract Theory 29:32–43

Bouffioux C, Lequesne C, Vanhove H, Duflou JR, Pouteau P, Duchêne L, Habraken AM (2011) Experimental and numerical study of an AlMgSc sheet formed by an incremental process. J Mater Process Technol 211:1684–1693

Bouffioux C, Henrard C, Eyckens P, Aerens R, Van Bael A, Sol H, Duflou JR, Habraken AM (2008) Comparison of the tests chosen for material parameter identification to predict single point incremental forming forces. Proceedings of IDDRG Conference, Olofström, Sweden, pp 133–144

Bouffioux C, Pouteau P, Duchêne L, Vanhove H, Duflou JR, Habraken AM (2010) Material data identification to model the single point incremental forming process. Int J Mater Form 3(Suppl 1):979–982. doi: 10.1007/s12289-010-0933-7

Lequesne C, Henrard C, Bouffioux C, Duflou JR, Habraken AM (2008) Adaptive remeshing for incremental forming simulation. Proceedings of Numisheet Conference, Interlaken, Switzerland, pp 399–403

Henrard C, Bouffioux C, Duchene L, Duflou JR (2007) Validation of a new finite element for incremental forming simulation using a dynamic explicit approach. Key Eng Mater 344:495–502

Henrard C, Bouffioux C, Eyckens P, Sol H, Duflou JR, Van Houtte P, Van Bael A, Duchene L, Habraken AM (2011) Forming forces in single incremental forming: prediction by finite element simulations, validation and sensitivity. Comput Mech 47:573–590

Malhotra R, Huang Y, Xue L, Cao J, Belytschko T (2010) An investigation on the accuracy of numerical simulations for single point incremental forming with continuum elements. Proceedings of the tenth International Conference on Numerical Methods in Industrial Forming Processes (NUMIFORM), Pohang, Korea, 1252: 221–227

Bambach M, Cannamela M, Azaouzi M, Hirt G, Batoz JL (2006) Computer-aided tool path optimization for single point incremental sheet forming. Adv Meth Mater Form:234–250

Attanasio A, Ceretti E, Giardini C, Mazzoni L (2008) Asymmetric two points incremental forming: improving surface quality and geometric accuracy by tool path optimization. Mater Process Technol 197:59–67

Matthieu R, Hascoet JY, Hamann JC, Plenel Y (2009) Tool path programming optimization for incremental sheet forming applications. J Comput Aided Des 41:877–885

Ham M, Jeswiet J (2006) Single point incremental forming and the forming criteria for AA3003. Ann CIRP–Manuf Technol 55(1):241–244

Bahloul R (2011) Optimisation of process parameters in flanging operation in order to minimise stresses and Lemaitre’s damage. J Mater Des 32:108–120

Wang H, Li GY, Zhong ZH (2008) Optimization of sheet metal forming processes by adaptive response surface based on intelligent sampling method. J Mater Process Technol 197:77–88

Azaouzi M, Lebaal N (2012) Tool path optimization for single point incremental sheet forming using response surface method. Simul Model Pract Theory 24:49–58

Attanasio A, Ceretti E, Giardini C (2006) Optimization of tool path in two points incremental forming. J Mater Process Technol 177:409–412

Sun G, Li G, Gong Z, Cui X, Yang X, Li Q (2010) Multiobjective robust optimization method for drawbead design in sheet metal forming. J Mater Des 31:1917–1929

Filice L, Ambrogio G, Micari F (2006) On-line control of single point incremental forming operations through punch force monitoring. Ann CIRP–Manuf Technol 55(1):245–248

Ahari H, Khajepour A, Bedi S, Melek WW (2011) A genetic algorithm for optimization of laminated dies manufacturing. J Comput Aided Des 43:730–737

Bahloul R, Ben Ayed L, Potiron A, Batoz JL (2010) Comparison between three optimization methods for the minimization of maximum bending load and springback in wiping die bending obtained by an experimental approach. Int J Adv Manuf Technol 48:1185–1203

Liu W, Liu Q, Ruana F, Liang Z, Qiu H (2007) Springback prediction for sheet metal forming based on GA-ANN technology. J Mater Process Technol 187(188):227–231

Wei L, Yuying Y (2008) Multi-objective optimization of sheet metal forming process using Pareto-based genetic algorithm. J Mater Process Technol 208:499–506

Khoei AR, Keshavarz S, Biabanaki SOR (2010) Optimal design of powder compaction processes via genetic algorithm technique. Finite Elem Anal Des 46:843–861

Ledoux Y, Sébastian P, Samper S (2010) Optimization method for stamping tools under reliability constraints using genetic algorithms and finite element simulations. J Mater Process Technol 210:474–486

Aguir H, BelHadjSalah H, Hambli R (2011) Parameter identification of an elasto-plastic behaviour using artificial neural networks-genetic algorithm method. J Mater Des 32:48–53

Yin F, Mao H, Hua L (2011) A hybrid of back propagation neural network and genetic algorithm for optimization of injection molding process parameters. J Mater Des 32:3457–3464

Fu Z, Mo J, Chen L, Chen W (2010) Using genetic algorithm-back propagation neural network prediction and finite-element model simulation to optimize the process of multiple-step incremental air-bending forming of sheet metal. J Mater Des 31:267–277

Van Bael A, Eyckens P, He S, Bouffioux C, Henrard C, Habraken AM, Duflou JR, Van Houtte P (2007) Forming limit predictions for single-point incremental sheet metal forming. Proceedings of the tenth International Conference on Material Forming (ESAFORM), Zaragoza, Spain

Bahloul R, Arfa H, BelHadjSalah H (2013) Application of response surface analysis and genetic algorithm for the optimization of single point incremental forming process. Key Eng Mater 554(557):1265–1272. doi: 10.4028/www.scientific.net/KEM.554-557.1265

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