Fully Resolved Numerical Simulations of Fused Deposition Modeling. Part I-Fluid Flow

Purpose - This paper presents a first step toward developing a comprehensive methodology for fully resolved numerical simulations of fusion deposition modeling. Design/methodology/approach - A front-tracking/finite volume method previously developed for simulations of multiphase flows is extended to model the injection of hot polymer and its cooling down. Findings - The accuracy and convergence properties of the new method are tested by grid refinement and the method is shown to produce convergent solutions for the shape of the filament, the temperature distribution, contact area and reheat region when new filaments are deposited on top of previously laid down filaments. Research limitations/implications - The present paper focuses on modeling the fluid flow and the cooling. The modeling of solidification, volume changes and residual stresses will be described in Part II. Practical implications - The ability to carry our fully resolved numerical simulations of the fusion deposition process is expected to help explore new deposition strategies and to provide the "ground truth" for the development of reduced order models. Originality/value - The present paper is the first fully resolved simulation of the deposition in fusion filament modeling.

[1]  Robert J. Strong,et al.  A review of melt extrusion additive manufacturing processes: I. Process design and modeling , 2014 .

[2]  Truong V. Vu,et al.  A Front-Tracking Method for Three-Phase Computations of Solidification with Volume Change , 2013 .

[3]  Omar Ahmed Mohamed,et al.  Optimization of fused deposition modeling process parameters for dimensional accuracy using I-optimality criterion , 2016 .

[4]  Joshua M. Pearce,et al.  The effects of PLA color on material properties of 3-D printed components , 2015 .

[5]  Constance W. Ziemian,et al.  Anisotropic Mechanical Properties of ABS Parts Fabricated by Fused Deposition Modelling , 2012 .

[6]  J. Rumble CRC Handbook of Chemistry and Physics , 2019 .

[7]  Ahmed Jawad Qureshi,et al.  Fast Deviation Simulation for ‘Fused Deposition Modeling’ Process , 2016 .

[8]  Javad Mostaghimi,et al.  A three-dimensional model of droplet impact and solidification , 2002 .

[9]  Seok-Hee Lee,et al.  Representation of surface roughness in fused deposition modeling , 2009 .

[10]  A. F. Silva,et al.  Fused deposition modeling with polypropylene , 2015 .

[11]  Y Zhang,et al.  A parametric study of part distortions in fused deposition modelling using three-dimensional finite element analysis , 2008 .

[12]  R. Venkata Rao,et al.  Optimization of fused deposition modeling process using teaching-learning-based optimization algorithm , 2016 .

[13]  Mohsen Badrossamay,et al.  Optimization of the printing parameters affecting dimensional accuracy and internal cavity for HIPS material used in fused deposition modeling processes , 2015 .

[14]  M. Pasandideh-Fard,et al.  Dynamics of Splat Formation in Plasma Spray Coating Process , 2002 .

[15]  Brian N. Turner,et al.  A review of melt extrusion additive manufacturing processes: II. Materials, dimensional accuracy, and surface roughness , 2015 .

[16]  Syed H. Masood,et al.  Thermo-mechanical properties of a highly filled polymeric composites for Fused Deposition Modeling , 2011 .

[17]  Weihong Zhang,et al.  Challenges of additive manufacturing technologies from an optimisation perspective , 2015 .

[18]  P. Moin,et al.  Application of a Fractional-Step Method to Incompressible Navier-Stokes Equations , 1984 .

[19]  Richard S. Trask,et al.  An experimental demonstration of effective Curved Layer Fused Filament Fabrication utilising a parallel deposition robot , 2015 .

[20]  Roger H. Rangel,et al.  Numerical simulation of substrate impact and freezing of droplets in plasma spray processes , 1993 .

[21]  Konrad Wegener,et al.  Understanding error generation in fused deposition modeling , 2015 .

[22]  Dimos Poulikakos,et al.  Wetting effects on the spreading of a liquid droplet colliding with a flat surface: Experiment and modeling , 1995 .

[23]  D. Juric,et al.  A front-tracking method for the computations of multiphase flow , 2001 .

[24]  Q. Sun,et al.  Experimental Study of the Cooling Characteristics of Polymer Filaments in FDM and Impact on the Mesostructures and Properties of Prototypes , 2003 .

[25]  M. Pasandideh-Fard,et al.  SIMULATING DROPLET IMPACT ON A SUBSTRATE OF ARBITRARY SHAPE , 2001 .

[26]  Jordi Llumà,et al.  Mechanical property characterization and simulation of fused deposition modeling Polycarbonate parts , 2015 .

[27]  Qian Sun,et al.  Modeling of Bond Formation Between Polymer Filaments in the Fused Deposition Modeling Process , 2004 .

[28]  Hiroshi Nagahashi,et al.  Representation of Surfaces on 5 and 6 Side Regions , 1994 .

[29]  Gretar Tryggvason,et al.  Direct Numerical Simulations of Gas–Liquid Multiphase Flows: Distributions concentrated on the interface , 2011 .

[30]  Roger H. Rangel,et al.  Modeling of molten droplet impingement on a non-flat surface , 1995 .

[31]  G. Tryggvason,et al.  Computations of structures formed by the solidification of impinging molten metal drops , 2004 .

[32]  Ulrich Rüde,et al.  Numerical investigations on hatching process strategies for powder-bed-based additive manufacturing using an electron beam , 2014, 1403.3251.

[33]  G. Tryggvason,et al.  A front-tracking method for viscous, incompressible, multi-fluid flows , 1992 .

[34]  Saied Darwish,et al.  Fabrication of Tissue Engineering Scaffolds Using Rapid Prototyping Techniques , 2011 .

[35]  Ain A. Sonin,et al.  Precise deposition of molten microdrops: the physics of digital microfabrication , 1994, Proceedings of the Royal Society of London. Series A: Mathematical and Physical Sciences.

[36]  Alberto Boschetto,et al.  Roughness prediction in coupled operations of fused deposition modeling and barrel finishing , 2015 .

[37]  Anna Bellini,et al.  Fused deposition of ceramics: A comprehensive experimental, analytical and computational study of material behavior, fabrication process and equipment design , 2002 .

[38]  Ove Granstrand,et al.  Innovation and Intellectual Property Rights , 2006 .

[39]  Vera Denzer,et al.  Dimensional Tolerances for Additive Manufacturing: Experimental Investigation for Fused Deposition Modeling , 2016 .

[40]  Anthony Wensley,et al.  Innovation and intellectual property rights in systems biology , 2005, Nature Biotechnology.

[41]  Liangbo Ji,et al.  Finite Element Simulation of Temperature Field in Fused Deposition Modeling , 2010 .

[42]  Olaf Diegel,et al.  Modeling and evaluation of curved layer fused deposition , 2012 .

[43]  V. Bilovol,et al.  Mould filling simulations during powder injection moulding , 2003 .

[44]  Michelle Schwalbe,et al.  Predictive Theoretical and Computational Approaches for Additive Manufacturing: Proceedings of a Workshop , 2016 .

[45]  Chee Kai Chua,et al.  Melt flow behaviour of poly-ε-caprolactone in fused deposition modelling , 2008 .

[46]  G. Tryggvason,et al.  Fully Resolved Numerical Simulations of Fused Deposition Modeling , 2014, 1711.07094.

[47]  Harry Bikas,et al.  Additive manufacturing methods and modelling approaches: a critical review , 2015, The International Journal of Advanced Manufacturing Technology.

[48]  Gretar Tryggvason,et al.  Multiscale computations of mass transfer from buoyant bubbles , 2012 .

[49]  C. Kamath,et al.  Overview of modelling and simulation of metal powder bed fusion process at Lawrence Livermore National Laboratory , 2015 .

[50]  R. Rangel,et al.  Parametric study of metal droplet deposition and solidification process including contact resistance and undercooling effects , 2001 .

[51]  Gretar Tryggvason,et al.  Numerical simulation of dendritic solidification with convection: three-dimensional flow , 2004 .

[52]  J. Vlachopoulos,et al.  Modification of Frenkel's model for sintering , 1997 .