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DIGITAL LIBRARY: SAMPE 2025 | INDIANAPOLIS, IN | MAY 19-22

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Maximizing Interlayer Bonding in Additive Manufacturing using an Integrated Optimizer Model

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Title: Maximizing Interlayer Bonding in Additive Manufacturing using an Integrated Optimizer Model

Authors: Ethan Kessel, Eduardo Barocio, Akshay Thomas, R. Byron Pipes

DOI: 10.33599/nasampe/s.25.0012

Abstract: Maximizing interlayer bonding is important to the production of parts using Material Extrusion (MEX) additive manufacturing by reducing the risk of failure by delamination. In MEX additive manufacturing, interlayer bonding is governed by the polymer diffusion characteristics and the highly transient temperature history of printed layers as they become bonded together. Due to continuous cooling from conductive, convective, and radiative heat losses, the time between layers, known as layer time, determines substrate layer temperature and interlayer bonding strength. Therefore, layer time is a process parameter suitable for optimization with the objective of maximizing interlayer bonding. Existing methodologies for optimizing layer times rely upon empirically found layer times for a particular set of bead dimensions and material system. This paper introduces a methodology for optimizing interlayer bonding in a single iteration based on predictions of the transient temperature history for each layer. The integrated optimizer model can optimize the printing process for a defined bonding condition throughout the print by adjusting the layer time using a variable printing speed. The methodology has been demonstrated using a reduced order 1-dimensional heat transfer model and compared to an example constant layer time optimization, with improvements in bonding consistency and strength of bonding as a result when verified against a physics-based process simulation carried out with Additive3D.

References: [1] [2] [3] [4] [5] [6] [7] [8] [9] I. Gibson, D. Rosen, B. Stucker, M. Khorasani, Additive Manufacturing Technologies, (2021). V. Khatkar, S. Olhan, D. Dubey, B.K. Behera, Damping and Wear Behavior of 3D Woven Reinforced Structural Composites for Automotive Leaf Spring Applications, (2024). O. Singh, B.K. Behera, Structural Improvement of 3D Woven Honeycomb Composite Liner for Enhanced Energy Absorption and Impact Performance in Aircrew Helmet, (2024). S. Agnihotri, J.N. Sheikh, S.P. Singh, B.K. Behera, Flame-Retardant Textile Structural Composites for Construction Application: A Review, (2024). R. Singh, H.K. Garg, Fused Deposition Modeling – A State of Art Review and Future Applications, (2016). J. Nomani, D. Wilson, M. Paulino, M.I. Mohammed, Effect of Layer Thickness and Cross- Section Geometry on The Tensile and Compression Properties of 3D Printed ABS, (2020). I. Gibson, D.W. Rosen, B. Stucker, Sheet Lamination Processes, (2010). F.P.W. Melchels, J. Feijen, D.W. Grijpma, A Review on Stereolithography and Its Applications in Biomedical Engineering, (2010). K. Salonitis, Stereolithography, (2014). [10] J. Bai, B. Zhang, J. Song, G. Bi, P. Wang, J. Wei, The Effect of Processing Conditions On the Mechanical Properties of Polyethylene Produced by Selective Laser Sintering, (2016). [11] P. Peyre, Y. Rouchausse, D. Defauchy, G. Régnier, Experimental and Numerical Analysis of the Selective Laser Sintering (SLS) of PA12 and PEKK Semi-Crystalline Polymers, (2015). [12] M. Sakib, M.N. Khan, S. Alam, M.A. Al Bari, Numerical Analysis of Thermal Behavior of 3D Printing Nozzle Arrangement, (2022). [13] P. Rezaeian, M.R. Ayatollahi, A. Nabavi-Kivi, N. Razavi, Effect of Printing Speed on Tensile and Fracture Behavior of ABS Specimens Produced by Fused Deposition Modeling, (2022). [14] D. Young, B. Vondrasek, M.W. Czabaj, Machine Learning Guided Design of Experiments to Accelerate Exploration of a Material Extrusion Process Parameter Space, (2025). [15] S.W. Ahmed, G. Hussain, K. Altaf, S. Ali, M. Alkahtani, M.H. Abidi, A. Alzabidi, On the Effects of Process Parameters and Optimization of Interlaminate Bond Strength in 3D Printed ABS/CF-PLA Composite, (2020). [16] N. Markiz, E. Horváth, P. Ficzere, Influence of Printing Direction on 3D Printed ABS Specimens, (2020). [17] S. Alam, M.T. Hassan, J. Merrell, J. Lee, Comparative Analysis of Water-Induced Response in 3D-Printed SCF/ABS Composites under Controlled Diffusion, (2024). [18] W.D. Zhou, J.S. Chen, 3D Printing of Carbon Fiber Reinforced Plastics and Their Applications, (2018). [19] M. Ivey, G.W. Melenka, J.P. Carey, C. Ayranci, Characterizing Short-Fiber-Reinforced Composites Produced Using Additive Manufacturing, (2017). [20] J. Choi, K. Sung, J. Hyun, S. Shin, Sheet-Laminated Additive Manufacturing of Bacterial Cellulose Nanofiber-Reinforced Hydrogels, (2025). [21] M. Salmi, I. Flores Ituarte, S. Chekurov, E. Huotilainen, Effect of Build Orientation in 3D Printing Production for Material Extrusion, Material Jetting, Binder Jetting, Sheet Object Lamination, Vat Photopolymerisation, and Powder Bed Fusion, (2016). [22] A. Bhatia, A.K. Sehgal, Additive Manufacturing Materials, Methods and Applications: A Review, (2021). [23] G.D. Goh, Y.L. Yap, S. Agarwala, W.Y. Yeong, Recent Progress in Additive Manufacturing of Fiber Reinforced Polymer Composite, (2019). [24] M. Molitch-Hou, Overview of Additive Manufacturing Process, (2018). [25] D. Young, B. Vondrasek, M. Czabaj, Investigation of Mechanical Properties of Composites-Based Sheet Lamination Additive Manufacturing Process, (2022). [26] Impossible Objects, Advanced Composite Additive Manufacturing for Industrial Applications, (2024). [27] D. Young, N. Wetmore, M. Czabaj, Interlayer Fracture Toughness of Additively Manufactured Unreinforced and Carbon-Fiber-Reinforced Acrylonitrile Butadiene Styrene, (2018). [28] C. Bivens, A. Wood, D. Ruble, M. Rangapuram, S.K. Dasari, K. Chandrashekhara, J. DeGrange, Additively Manufactured Carbon Fiber- Reinforced Thermoplastic Composite Mold Plates for Injection Molding Process, (2023). [29] R. De Santis, F. Mollica, D. Prisco, S. Rengo, L. Ambrosio, L. Nicolais, A 3D Analysis of Mechanically Stressed Dentin–Adhesive–Composite Interfaces Using X-Ray Micro-CT, (2005). [30] K. Orhan, A. Büyüksungur, Fundamentals of Micro-CT Imaging, (2020). [31] B. Sabuncuoglu, H. Tanabi, J. Soete, S. V. Lomov, Micro-CT Analysis of Deviations in Fiber Orientation and Composite Stiffness Near the Microvascular Channels Embedded in Glass-Fiber Reinforced Composites, (2020). [32] J.E. Little, X. Yuan, M.I. Jones, Characterisation of Voids in Fibre Reinforced Composite Materials, (2012). [33] M. Kamruzzaman, S. Alam, Influence of Stacking Sequence on the Mechanical Properties of Banana-Glass Fiber Hybrid Laminates for Automotive Shells, (2024). [34] ASTM International, Standard Test Method for Tensile Properties of Polymer Matrix Composite Materials, (2017). [35] ASTM International, Standard Test Method for Compressive Properties of Rigid Plastics, (2023). [36] ASTM International, Standard Test Method for Flexural Properties of Polymer Matrix Composite Materials, (2017).

Conference: SAMPE 2025

Publication Date: 2025/05/19

SKU: TP25-0000000012

Pages: 13

Price: $26.00

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