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Advances in Additive Manufacturing and Its Numerical Modelling

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Handbook of Metrology and Applications

Abstract

Additive manufacturing (AM), commonly known as 3D printing, is gaining popularity in academia and business due to its distinct benefits over old-fashioned subtractive manufacturing. However, its processing parameters are challenging to control since they can significantly influence the printed parts, microstructure, and subsequent product performance. Building a process-structure-property-performance (PSPP) connection for AM is a complex undertaking. Understanding the combined effects of strain, strain rate, and temperature is essential for understanding the crashworthiness of the AM components. This can be done using numerical-analytical models and topology optimization. This chapter reviews the progress made in using topological optimization and numerical-analytical models for several parts of the am whole chain, including model creation, in situ monitoring, and quality assessment. The current difficulties in using conventional numerical and analytical models to analyze AM are then discussed, along with possible remedies.

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References

  • A Short History of 3D Printing. https://teach.dariah.eu/mod/hvp/view.php?id=878&forceview=1. Last accessed 12 Aug 2022

  • Abele E, Stoffregen HA, Kniepkamp M, Lang S, Hampe M (2015) Selective laser melting for manufacturing of thin-walled porous elements. J Mater Process Technol 215:114–122. https://doi.org/10.1016/j.jmatprotec.2014.07.017

    Article  Google Scholar 

  • Allavarapu S (2013) A new Additive Manufacturing (AM) file format using Bezier patches

    Google Scholar 

  • Bayraktar AN (2022) 3D printing and logistics. In: Logistics 4.0 and future of supply chains. Springer, pp 63–82

    Google Scholar 

  • Bose S, Sarkar N, Vahabzadeh S, Ke D, Bandyopadhyay A (2019) Additive manufacturing of ceramics. In: Additive manufacturing. CRC Press, Boca Raton, pp 183–231

    Google Scholar 

  • Butt J, Shirvani H (2018) Additive, subtractive, and hybrid manufacturing processes. In: Advances in manufacturing and processing of materials and structures. CRC Press, Boca Raton, pp 187–218

    Google Scholar 

  • Cook PS, Murphy AB (2020) Simulation of melt pool behaviour during additive manufacturing: underlying physics and progress. Addit Manuf 31:100909. https://doi.org/10.1016/j.addma.2019.100909

    Article  Google Scholar 

  • Dao MH, Lou J (2021) Simulations of laser assisted additive manufacturing by smoothed particle hydrodynamics. Comput Methods Appl Mech Eng 373:113491

    Article  ADS  MathSciNet  MATH  Google Scholar 

  • de Normalización OI (2013) Standard specification for additive manufacturing file format (AMF) version 1.1. ISO

    Google Scholar 

  • Ekanayaka V, Lachmayer L, Raatz A, Hürkamp A (2022) Approach to optimize the interlayer waiting time in additive manufacturing with concrete utilizing FEM modeling. Proc CIRP 109:562–567. https://doi.org/10.1016/j.procir.2022.05.295

    Article  Google Scholar 

  • Esteve F, Olivier D, Hu Q, Baumers M (2017) Micro-additive manufacturing technology. In: Micro-manufacturing technologies and their applications. Springer, pp 67–95

    Google Scholar 

  • Fernández E, Ayas C, Langelaar M, Duysinx P (2021) Topology optimisation for large-scale additive manufacturing: generating designs tailored to the deposition nozzle size. Virtual Phys Prototyp 16:196–220. https://doi.org/10.1080/17452759.2021.1914893

    Article  Google Scholar 

  • Ferziger JH, Perić M, Street RL (2002) Computational methods for fluid dynamics. Springer

    Book  MATH  Google Scholar 

  • Gao M (2016) 3D printing of nanostructures. In: Advanced nano deposition methods. Wiley, Hoboken, pp 209–221

    Google Scholar 

  • Gibson I, Rosen D, Stucker B (2015) Additive manufacturing technologies. Springer, New York. https://doi.org/10.1007/978-1-4939-2113-3

    Book  Google Scholar 

  • Goldak J, Chakravarti A, Bibby M (1984) A new finite element model for welding heat sources. Metall Trans B 15:299–305

    Article  Google Scholar 

  • Greco F, Leonetti L, Lonetti P, Blasi PN (2015) Crack propagation analysis in composite materials by using moving mesh and multiscale techniques. Comput Struct 153:201–216

    Article  Google Scholar 

  • Hopkinson N, Dickens P (2006) Emerging rapid manufacturing processes. In: Rapid manufacturing: an industrial revolution for the digital age, pp 55–80

    Google Scholar 

  • Hossain MA, Zhumabekova A, Paul SC, Kim JR (2020) A review of 3D printing in construction and its impact on the labor market. Sustainability 12:8492

    Article  Google Scholar 

  • Hughes TJ, Evans JA, Reali A (2014) Finite element and NURBS approximations of eigenvalue, boundary-value, and initial-value problems. Comput Methods Appl Mech Eng 272:290–320

    Article  ADS  MathSciNet  MATH  Google Scholar 

  • ISO 25178-2 (2012) (en), Geometrical product specifications (GPS) – surface texture: areal – part 2: terms, definitions and surface texture parameters. https://www.iso.org/obp/ui/#iso:std:iso:25178:-2:ed-1:v1:en. Last accessed 12 July 2022

  • Jamieson R, Hacker H (1995) Direct slicing of CAD models for rapid prototyping. Rapid Prototyp J 1:4–12

    Article  Google Scholar 

  • Jose RR, Rodriguez MJ, Dixon TA, Omenetto F, Kaplan DL (2016) Evolution of bioinks and additive manufacturing technologies for 3D bioprinting. ACS Biomater Sci Eng 2:1662–1678

    Article  Google Scholar 

  • Kobryn PA, Ontko NR, Perkins LP, Tiley JS (2006) Additive manufacturing of aerospace alloys for aircraft structures. Air force research lab Wright-Patterson AFB OH materials and manufacturing

    Google Scholar 

  • Krishna R, Manjaiah M, Mohan CB (2021) Developments in additive manufacturing. In: Additive manufacturing. Elsevier, pp 37–62

    Google Scholar 

  • Krueger H (2017) Standardization for additive manufacturing in aerospace. Engineering 3:585

    Article  Google Scholar 

  • Kruger J, van Zijl G (2021) A compendious review on lack-of-fusion in digital concrete fabrication. Addit Manuf 37:101654. https://doi.org/10.1016/j.addma.2020.101654

    Article  Google Scholar 

  • Kruth J-P, Leu M-C, Nakagawa T (1998) Progress in additive manufacturing and rapid prototyping. CIRP Ann 47:525–540

    Article  Google Scholar 

  • Lee BN, Pei E, Um J (2019) An overview of information technology standardization activities related to additive manufacturing. Prog Addit Manuf 4:345–354

    Article  Google Scholar 

  • Li E, Zhou Z, Wang L, Zou R, Yu A (2022) Particle scale modelling of powder recoating and melt pool dynamics in laser powder bed fusion additive manufacturing: a review. Powder Technol 397:117789

    Article  Google Scholar 

  • Lipson H, Kurman M (2013) Fabricated: the new world of 3D printing. Wiley, Hoboken

    Google Scholar 

  • Liu MB, Liu G (2010) Smoothed particle hydrodynamics (SPH): an overview and recent developments. Arch Comput Methods Eng 17:25–76

    Article  MathSciNet  MATH  Google Scholar 

  • Luo Z, Zhao Y (2018) A survey of finite element analysis of temperature and thermal stress fields in powder bed fusion Additive Manufacturing. Addit Manuf 21:318–332. https://doi.org/10.1016/j.addma.2018.03.022

    Article  Google Scholar 

  • Manero A, Smith P, Sparkman J, Dombrowski M, Courbin D, Kester A, Womack I, Chi A (2019) Implementation of 3D printing technology in the field of prosthetics: past, present, and future. Int J Environ Res Public Health 16:1641

    Article  Google Scholar 

  • Mehboob H, Tarlochan F, Mehboob A, Chang S-H (2018) Finite element modelling and characterization of 3D cellular microstructures for the design of a cementless biomimetic porous hip stem. Mater Des 149:101–112

    Article  Google Scholar 

  • Min JK, Mosadegh B, Dunham S, Al’Aref SJ (2018) 3D printing applications in cardiovascular medicine. Academic

    Google Scholar 

  • Molitch-Hou M (2018) Overview of additive manufacturing process. In: Additive manufacturing. Elsevier, Amsterdam, pp 1–38

    Google Scholar 

  • Monclou Chaparro J (2017) A first approach to study the thermal annealing effect of an object made of poly-lactic acid (PLA) produced by fused deposition modeling (FDM) technology

    Google Scholar 

  • Mouzakis DE (2018) Advanced technologies in manufacturing 3D-layered structures for defense and aerospace. In: Lamination-theory and application, pp 89–113

    Google Scholar 

  • Mukherjee T, Zuback JS, De A, DebRoy T (2016) Printability of alloys for additive manufacturing. Sci Rep 6:1–8

    Article  Google Scholar 

  • Mukhtarkhanov M, Perveen A, Talamona D (2020) Application of stereolithography based 3D printing technology in investment casting. Micromachines 11:946

    Article  Google Scholar 

  • Navangul GD (2011) Stereolithography (STL) file modification by vertex translation algorithm (VTA) for precision layered manufacturing. University of Circinatti

    Google Scholar 

  • Navangul G, Paul R, Anand S (2011) A vertex translation algorithm for adaptive modification of STL file in layered manufacturing. In: International manufacturing science and engineering conference, pp 435–441

    Google Scholar 

  • Neugebauer F, Keller N, Ploshikhin V, Feuerhahn F, Köhler H (2014) Multi scale FEM simulation for distortion calculation in additive manufacturing of hardening stainless steel. In: International workshop on thermal forming and welding distortion, Bremen

    Google Scholar 

  • Noor N, Shapira A, Edri R, Gal I, Wertheim L, Dvir T (2019) 3D printing of personalized thick and perfusable cardiac patches and hearts. Adv Sci 6:1900344

    Article  Google Scholar 

  • Orme ME, Gschweitl M, Ferrari M, Madera I, Mouriaux F (2017) Designing for additive manufacturing: lightweighting through topology optimization enables lunar spacecraft. J Mech Des 139:100905

    Article  Google Scholar 

  • Pandey PM, Reddy NV, Dhande SG (2003) Slicing procedures in layered manufacturing: a review. Rapid Prototyp J 9(5):274–288

    Article  Google Scholar 

  • Paul R, Anand S (2015) A new Steiner patch based file format for additive manufacturing processes. Comput Aided Des 63:86–100

    Article  Google Scholar 

  • Rezayat H, Zhou W, Siriruk A, Penumadu D, Babu SS (2015) Structure–mechanical property relationship in fused deposition modelling. Mater Sci Technol 31:895–903

    Article  ADS  Google Scholar 

  • Saboori A, Gallo D, Biamino S, Fino P, Lombardi M (2017) An overview of additive manufacturing of titanium components by directed energy deposition: microstructure and mechanical properties. Appl Sci 7:883. https://doi.org/10.3390/app7090883

    Article  Google Scholar 

  • Shellabear M, Nyrhilä O (2004) DMLS-development history and state of the art. In: Laser assisted netshape engineering. 4 Proc. 4th LANE, pp 21–24

    Google Scholar 

  • Smurov IY, Yakovlev A (2004) Laser-assisted direct manufacturing of functionally graded 3D objects by coaxial powder injection. In: Laser-assisted micro-and nanotechnologies 2003, SPIE, pp 27–37

    Google Scholar 

  • Stoffregen, H.A., Fischer, J., Siedelhofer, C., Abele, E. (2011) Selective laser melting of porous structures. In: 2011 International solid freeform fabrication symposium. University of Texas at Austin, Austin

    Google Scholar 

  • Strauss H (2013) Am envelope: the potential of additive manufacturing for facade constructions. TU Delft

    Google Scholar 

  • Tibbits S (2014) 4D printing: multi-material shape change. Archit Des 84:116–121

    Google Scholar 

  • Touri M, Kabirian F, Saadati M, Ramakrishna S, Mozafari M (2019) Additive manufacturing of biomaterials− the evolution of rapid prototyping. Adv Eng Mater 21:1800511

    Article  Google Scholar 

  • Turner MJ, Clough RW, Martin HC, Topp LJ (1956) Stiffness and deflection analysis of complex structures. J Aeronaut Sci 23:805–823

    Article  MATH  Google Scholar 

  • Vanderploeg A, Lee S-E, Mamp M (2017) The application of 3D printing technology in the fashion industry. Int J Fash Des Technol Educ 10:170–179

    Article  Google Scholar 

  • Walton D, Moztarzadeh H (2017) Design and development of an additive manufactured component by topology optimisation. Proc CIRP 60:205–210

    Article  Google Scholar 

  • Wang Y, Xu Z, Wu D, Bai J (2020) Current status and prospects of polymer powder 3D printing technologies. Materials 13:2406

    Article  ADS  Google Scholar 

  • Waterman NA, Dickens P (1994) Rapid product development in the USA, Europe and Japan. World Class Des Manuf 1:27–36

    Article  Google Scholar 

  • Werkheiser MJ, Dunn J, Snyder MP, Edmunson J, Cooper K, Johnston MM (2014) 3D printing in zero-G ISS technology demonstration. In: AIAA SPACE 2014 conference and exposition, p 4470

    Google Scholar 

  • Wohlers T, Gornet T (2014) History of additive manufacturing. Wohlers Rep 24:118

    Google Scholar 

  • Yu K, Xin A, Du H, Li Y, Wang Q (2019) Additive manufacturing of self-healing elastomers. NPG Asia Mater 11:1–11

    Article  ADS  Google Scholar 

  • Zhang Y, Zhang J (2019) Modeling of solidification microstructure evolution in laser powder bed fusion fabricated 316L stainless steel using combined computational fluid dynamics and cellular automata. Addit Manuf 28:750–765

    MathSciNet  Google Scholar 

  • Zhang D, Liu X, Qiu J (2021) 3D printing of glass by additive manufacturing techniques: a review. Front Optoelectron 14:263–277

    Article  Google Scholar 

  • Zhang K, Chermprayong P, Xiao F, Tzoumanikas D, Dams B, Kay S, Kocer BB, Burns A, Orr L, Choi C (2022) Aerial additive manufacturing with multiple autonomous robots. Nature 609:709–717

    Article  ADS  Google Scholar 

  • Zhao Z, Luc Z (2000) Adaptive direct slicing of the solid model for rapid prototyping. Int J Prod Res 38:69–83

    Article  MATH  Google Scholar 

  • Zhao J, Xia R, Liu W, Wang H (2009) A computing method for accurate slice contours based on an STL model. Virtual Phys Prototyp 4:29–37

    Article  Google Scholar 

  • Zienkiewicz OC, Taylor RL, Zhu JZ (2005) The finite element method: its basis and fundamentals. Elsevier

    MATH  Google Scholar 

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The information on several companies in the area of 3D printing is only supplied for general informational reasons. The authors do not in any way recommend the companies or their products for a specific use or level of quality.

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Correspondence to Shanay Rab .

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Ahmad, S., Rab, S., Soni, H. (2023). Advances in Additive Manufacturing and Its Numerical Modelling. In: Aswal, D.K., Yadav, S., Takatsuji, T., Rachakonda, P., Kumar, H. (eds) Handbook of Metrology and Applications. Springer, Singapore. https://doi.org/10.1007/978-981-99-2074-7_136

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