Modeling and optimization of the injection-molding process: a review
暂无分享,去创建一个
António Gaspar-Cunha | António J. Pontes | Júlio C. Viana | Célio Bruno Pinto Fernandes | J. Viana | A. Pontes | A. Gaspar-Cunha | C. Fernandes
[1] B.H.M. Sadeghi,et al. A BP-neural network predictor model for plastic injection molding process , 2000 .
[2] Cédric Le Bot,et al. 3D study of cooling system effect on the heat transfer during polymer injection molding , 2010 .
[3] Lin Hua,et al. Back Propagation neural network modeling for warpage prediction and optimization of plastic products during injection molding , 2011 .
[4] Wen-Chin Chen,et al. Process parameters optimization for multiple quality characteristics in plastic injection molding using Taguchi method, BPNN, GA, and hybrid PSO-GA , 2014 .
[5] Qian Li,et al. Optimization of injection molding process parameters using combination of artificial neural network and genetic algorithm method , 2007 .
[6] D Cardozo,et al. A brief history of the filling simulation of injection moulding , 2009 .
[7] L. Hua,et al. A hybrid of back propagation neural network and genetic algorithm for optimization of injection molding process parameters , 2011 .
[8] R. G. Parrott,et al. Numerical simulation of injection mold filling , 1970 .
[9] Constantin Chassapis,et al. Optimal cooling system design for multi-cavity injection molding , 1997 .
[10] J. Viana,et al. Using Multi-objective Evolutionary Algorithms for Optimization of the Cooling System in Polymer Injection Molding , 2012 .
[11] L.-S. Turng,et al. Computer aided process and design optimization for injection moulding , 2002 .
[12] K. Yung,et al. Transient melting models for the three stages of reciprocating extrusion , 2003 .
[13] Mahmoud Barghash,et al. A combined analytical hierarchical process (AHP) and Taguchi experimental design (TED) for plastic injection molding process settings , 2013 .
[14] Seung J. Kim,et al. Optimization of injection-molding conditions using genetic algorithm , 1996, Other Conferences.
[15] Chun-Yin Wu,et al. Injection molding optimization with weld line design constraint using distributed multi-population genetic algorithm , 2011 .
[16] G. G. Peters,et al. Stability analysis of injection molding flows , 2004 .
[17] G. B. Jeffery. The motion of ellipsoidal particles immersed in a viscous fluid , 1922 .
[18] Constantin Chassapis,et al. A Computer-Aided Optimization Approach for the Design of Injection Mold Cooling Systems , 1998 .
[19] George F. List,et al. A multiobjective optimization approach to quality control with application to plastic injection molding , 1993, IEEE Trans. Syst. Man Cybern..
[20] H. A. Lord,et al. Mold‐filling studies for the injection molding of thermoplastic materials. Part II: The transient flow of plastic materials in the cavities of injection‐molding dies , 1975 .
[21] Jianrong Tan,et al. Multiobjective optimization of injection molding parameters based on soft computing and variable complexity method , 2012, The International Journal of Advanced Manufacturing Technology.
[22] Yong-Taek Im,et al. Compressible flow analysis of filling and postfilling in injection molding with phase-change effect , 1997 .
[23] Chaim Gutfinger,et al. Flow analysis network (FAN)—A method for solving flow problems in polymer processing , 1974 .
[24] Douglas E. Smith,et al. Analysis and sensitivity analysis for polymer injection and compression molding , 1998 .
[25] Wen-Chin Chen,et al. A neural network-based approach for dynamic quality prediction in a plastic injection molding process , 2008, Expert Syst. Appl..
[26] Fanhuai Shi,et al. Optimisation of Plastic Injection Moulding Process with Soft Computing , 2003 .
[27] Yong-Taek Im,et al. Prediction of shrinkage and warpage in consideration of residual stress in integrated simulation of injection molding , 1999 .
[28] Hasan Kurtaran,et al. Warpage optimization of a bus ceiling lamp base using neural network model and genetic algorithm , 2005 .
[29] Guy Courbebaisse,et al. Shape analysis and injection molding optimization , 2002 .
[30] J. F. Stevenson. A simplified method for analyzing mold filling dynamics† Part I: Theory , 1978 .
[31] Huamin Zhou,et al. Computer modeling for injection molding : simulation, optimization, and control , 2013 .
[32] Anne M Grillet,et al. Stability analysis of constitutive equations for polymer melts in viscometric flows , 2002 .
[33] Changjiang Wang,et al. Deflection Analysis of Sleeve Jointed Purlin Systems with Non-Linear Rotational Stiffness , 2011 .
[34] Lih-Sheng Turng,et al. Three‐dimensional numerical simulation of injection molding filling of optical lens and multiscale geometry using finite element method , 2006 .
[35] Babur Ozcelik,et al. Comparison of the warpage optimization in the plastic injection molding using ANOVA, neural network model and genetic algorithm , 2006 .
[37] Charles L. Tucker,et al. An anisotropic rotary diffusion model for fiber orientation in short- and long-fiber thermoplastics , 2009 .
[38] C. A. Hieber,et al. Dynamic Simulation and Graphics for the Injection Molding of Three-Dimensional Thin Parts , 1986 .
[39] Kevin Alam,et al. A robust optimization of injection molding runner balancing , 2005, Comput. Chem. Eng..
[40] R. C. Donovan,et al. A theoretical melting model for a reciprocating‐screw injection molding machine , 1971 .
[41] R. C. Donovan,et al. The plasticating process in injection molding , 1974 .
[42] G. G. Peters,et al. Development and Validation of a Recoverable Strain‐Based Model for Flow‐Induced Crystallization of Polymers , 2001 .
[43] George F. List,et al. Multiobjective optimization of a plastic injection molding process , 1994, IEEE Trans. Control. Syst. Technol..
[44] Kang Tai,et al. An evolutionary approach for cooling system optimization in plastic injection moulding , 2004 .
[45] Giuseppe Titomanlio,et al. Modeling of morphology evolution in the injection molding process of thermoplastic polymers , 2005 .
[46] Wen-Chin Chen,et al. Process parameter optimization for MIMO plastic injection molding via soft computing , 2009, Expert Syst. Appl..
[47] Anne M Grillet,et al. Stability analysis of polymer shear flows using the extended Pom-Pom constitutive equations , 2002 .
[48] H. H. Chiang,et al. Integrated Simulation of Fluid Flow and Heat Transfer in Injection Molding for the Prediction of Shrinkage and Warpage , 1993 .
[49] Kuo-Ming Tsai,et al. Comparison of injection molding process windows for plastic lens established by artificial neural network and response surface methodology , 2015 .
[50] A. Isayev,et al. Theoretical and experimental studies of anisotropic shrinkage in injection moldings of semicrystalline polymers , 2006 .
[51] Carlos E. Castro,et al. Multiple criteria optimization with variability considerations in injection molding , 2007 .
[52] Kevin Alam,et al. Runner balancing by a direct genetic optimization of shrinkage , 2004 .
[54] Mustafa Kamal,et al. The injection molding of thermoplastics part I: Theoretical model , 1972 .
[55] Wen-Bin Young,et al. Gate Location Optimization in Liquid Composite Molding Using Genetic Algorithms , 1994 .
[56] M. Amon,et al. A study of the dynamics of foam growth: Analysis of the growth of closely spaced spherical bubbles , 1984 .
[57] R. Pantani,et al. Solidification Criterion on Shrinkage Predictions for Semi-crystalline Injection Moulded Samples , 2000 .
[58] A. Domínguez-González,et al. Filling Process in Injection Mold: A Review , 2007 .
[59] G. Salloum,et al. Residual stresses, shrinkage, and warpage of complex injection molded products : Numerical simulation and experimental validation , 1998 .
[60] Yee Cheong Lam,et al. Runner sizing and weld line positioning for plastics injection moulding with multiple gates , 2006, Engineering with Computers.
[61] I. Pandelidis,et al. Optimization of injection molding design. Part II: Molding conditions optimization , 1990 .
[62] G. G. Peters,et al. Model development and validation of crystallization behavior in injection molding prototype flows , 2009 .
[63] T. Coupez,et al. Finite element solution of the 3D mold filling problem for viscous incompressible fluid , 1998 .
[64] B. Ozcelik,et al. Determination of effecting dimensional parameters on warpage of thin shell plastic parts using integrated response surface method and genetic algorithm , 2005 .
[65] Prasad K. Yarlagadda,et al. Development of a hybrid neural network system for prediction of process parameters in injection moulding , 2001 .
[66] Francisco Chinesta,et al. Optimization of BEM-based Cooling Channels Injection Moulding Using Model Reduction , 2008 .
[67] H. A. Lord,et al. Mold‐filling studies for the injection molding of thermoplastic materials. Part I: The flow of plastic materials in hot‐ and cold‐walled circular channels , 1975 .
[68] T. Hong,et al. Persulfuric Acid Oxidation Mechanism of Acid Red B Wastewater , 2011 .
[69] A. Isayev,et al. Crystallinity and microstructure in injection moldings of isotactic polypropylenes. Part II: Simulation and experiment , 1999 .
[70] L. Turng,et al. Mathematical modeling and numerical simulation of cell growth in injection molding of microcellular plastics , 2004 .
[71] C. L. Tucker,et al. Orientation Behavior of Fibers in Concentrated Suspensions , 1984 .
[72] Nhan Phan-Thien,et al. Three-dimensional numerical simulations of viscoelastic flows – predictability and accuracy , 1999 .
[73] Charles L. Tucker,et al. Prediction of fiber orientation in a rotating compressing and expanding mold , 2008 .
[74] Tao-Chih Chang,et al. Shrinkage behavior and optimization of injection molded parts studied by the taguchi method , 2001 .
[75] D. E. Thomas,et al. An experimental study of plasticating in a reciprocating‐screw injection molding machine , 1971 .
[76] Y. F. Zhang,et al. A genetic algorithm based process planning system for mould base , 2001 .
[77] Georges M. Fadel,et al. Bi-Objective Optimization Design of Heterogeneous Injection Mold Cooling Systems , 2001 .
[78] Furong Gao,et al. Melt temperature profile prediction for thermoplastic injection molding , 1999 .
[79] A. Isayev,et al. Crystallinity and microstructure in injection moldings of isotactic polypropylenes. Part 1: A new approach to modeling and model parameters , 1999 .
[80] C. A. Hieber,et al. A unified simulation of the filling and postfilling stages in injection molding. Part I: Formulation , 1991 .
[81] I. O. Pandelidis,et al. Optimization of injection molding design. Part I: Gate location optimization , 1990 .
[82] D. Stifter,et al. In-Situ Optical Coherence Tomography (OCT) for the Time-Resolved Investigation of Crystallization Processes in Polymers , 2014, Macromolecules.
[83] Z. Tadmor,et al. A melting model for reciprocating screw injection-molding machines , 1974 .
[84] K. Yung,et al. Analysis of a melting model for an extruder with reciprocation , 2001 .
[85] Dong Sung Kim,et al. Experimental characterization of transcription properties of microchannel geometry fabricated by injection molding based on Taguchi method , 2008 .
[86] C. K. Kwong,et al. A Hybrid Neural Network and Genetic Algorithm Approach to the Determination of Initial Process Parameters for Injection Moulding , 2001 .
[87] Costas G. Gogos,et al. Simulation of the mold filling process , 1974 .
[88] Y. C. Lam,et al. Cavity balance for plastic injection molding , 2000 .
[89] Seong Jin Park,et al. Thermal and Design Sensitivity Analyses for Cooling System of Injection Mold, Part 1: Thermal Analysis , 1998 .
[90] Matthew Ming Fai Yuen,et al. Computer-aided system for the initial setting of injection-molding machine , 1996, Other Conferences.
[91] Partha S. Ghoshdastidar,et al. Computer simulation of transport processes during injection mold-filling and optimization of the molding conditions , 2002 .
[92] D. Yao,et al. Numerical Simulation for Injection Molding with a Rapidly Heated Mold, Part I: Flow Simulation for Thin Wall Parts , 2006 .
[93] B. Lee,et al. Optimization of Part Wall Thicknesses to Reduce Warpage of Injection-Molded Parts Based on The Modified Complex Method , 1995 .
[94] António Gaspar-Cunha,et al. Using Multi-Objective Evolutionary Algorithms to Optimize Mechanical Properties of Injection Molded Parts , 2005 .
[95] A. Isayev,et al. Flow‐induced crystallization in the injection molding of polymers: A thermodynamic approach , 2005 .
[96] C. J. Kuo,et al. Optimization of multiple quality characteristics for polyether ether ketone injection molding process , 2006 .
[97] Tai Hun Kwon,et al. Coupled analysis of injection molding filling and fiber orientation, including in‐plane velocity gradient effect , 1996 .
[98] Marcel Mongeau,et al. 3D BEM-based cooling-channel shape optimization for injection moulding processes , 2008 .
[99] C. K. Au,et al. Algorithms for Two Gate Optimization in Injection Molding , 2005 .
[100] Analysis of Shrinkage Development of Injection Moulded PS Samples , 1999 .
[101] J. M. Nóbrega,et al. Modeling of Plasticating Injection Molding – Experimental Assessment , 2014 .
[102] Ji-quan Li,et al. Single gate optimization for plastic injection mold , 2007 .
[103] S. F. Shen,et al. A finite-element/finite-difference simulation of the injection-molding filling process , 1980 .
[104] Keun Park,et al. Design of experiment considering two-way interactions and its application to injection molding processes with numerical analysis , 2004 .
[105] Roger E. Khayat,et al. An adaptive boundary-element approach for 3D transient free surface cavity flow, as applied to polymer processing , 2001 .
[106] N. Ismail,et al. The use of Taguchi method in the design of plastic injection mould for reducing warpage , 2007 .
[107] António Gaspar-Cunha,et al. Using Multiobjective Evolutionary Algorithms in the Optimization of Operating Conditions of Polymer Injection Molding , 2010 .
[108] Robert L. Mason,et al. Statistical Design and Analysis of Experiments , 2003 .
[109] Charles L. Tucker,et al. An objective model for slow orientation kinetics in concentrated fiber suspensions: Theory and rheological evidence , 2008 .
[110] Jean-Francois Hetu,et al. 3D finite element method for the simulation of the filling stage in injection molding , 1998 .
[111] Satoshi Kitayama,et al. Multi-objective optimization of volume shrinkage and clamping force for plastic injection molding via sequential approximate optimization , 2014, Simul. Model. Pract. Theory.
[112] Wen-Hsien Yang,et al. Numerical simulation of mold filling in injection molding using a three‐dimensional finite volume approach , 2001 .
[113] Marcel Crochet,et al. Thermoviscoelastic Calculation of Residual Stresses and Residual Shapes of Injection Molded Parts** , 1992 .
[114] J. Shie. Optimization of injection‐molding process for mechanical properties of polypropylene components via a generalized regression neural network , 2008 .
[115] Seong Jin Park,et al. Optimal cooling system design for the injection molding process , 1998 .
[116] A. Latz,et al. Flow-driven orientation dynamics of semiflexible fiber systems , 2007 .
[117] C. K. Au,et al. Automated Selection of Gate Location for Plastic Injection Molding Processing , 2005 .
[118] Y.-M. Deng,et al. A GA/gradient hybrid approach for injection moulding conditions optimisation , 2005, Engineering with Computers.
[119] R. Zheng,et al. Numerical Analysis of Microcellular Injection Molding , 2003 .
[120] Babur Ozcelik,et al. Warpage and structural analysis of thin shell plastic in the plastic injection molding , 2009 .
[121] Yi Yang,et al. Multi-objective process parameter optimization for energy saving in injection molding process , 2012, Journal of Zhejiang University SCIENCE A.
[122] Seong Jin Park,et al. Thermal and Design Sensitivity Analyses for Cooling System of Injection Mold, Part 2: Design Sensitivity Analysis , 1998 .
[123] Ying‐Guo Zhou,et al. Modeling and Numerical Simulation of Injection Molding of Semi-Crystalline Polymer Isotactic Polypropylene , 2012 .
[124] Changyu Shen,et al. Gate Location Optimization in Injection Molding By Using Modified Hill-Climbing Algorithm , 2004 .
[125] H. Potente,et al. Simulation of Injection Molding and Comparison with Experimental Values , 1993 .
[126] Simulations of fibre orientation in dilute suspensions with front moving in the filling process of a rectangular channel using level-set method , 2007, 0811.1411.
[128] N. Phan-Thien,et al. Thermoviscoelastic simulation of thermally and pressure-induced stresses in injection moulding for the prediction of shrinkage and warpage for fibre-reinforced thermoplastics , 1999 .
[129] P. Wapperom,et al. Prediction of fiber orientation in the injection molding of long fiber suspensions , 2012 .
[130] C. Kwong,et al. Review of research in the determination of process parameters for plastic injection molding , 1999 .
[131] Ming-Chih Huang,et al. The effective factors in the warpage problem of an injection-molded part with a thin shell feature , 2001 .
[132] C. Rauwendaal. Conveying and Melting in Screw Extruders with Axial Screw Movement , 1992 .
[133] Cheng-Hsien Wu,et al. Effects of geometry and injection‐molding parameters on weld‐line strength , 2005 .
[134] T. Coupez,et al. A Taylor discontinuous Galerkin method for the thermal solution in 3D mold filling , 1999 .
[135] Numerical simulation of injection moulding process and the pre-modelling concept , 2005 .
[136] Yvon Jarny,et al. A Methodology for the Design of Effective Cooling System in Injection Moulding , 2010 .
[137] G. G. Peters,et al. Time dependent finite element analysis of the linear stability of viscoelastic flows with interfaces , 2003 .
[138] W. H. Liu,et al. Numerical simulation of the post‐filling stage in injection molding with a two‐phase model , 1994 .
[139] H. Qiao. A systematic computer-aided approach to cooling system optimal design in plastic injection molding , 2006 .
[140] L. W Seow,et al. Optimizing flow in plastic injection molding , 1997 .
[141] Shiuh-Jer Huang,et al. Application of Neural Networks in Injection Moulding Process Control , 2003 .