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Materials Science in Additive Manufacturing


                                        ORIGINAL RESEARCH ARTICLE
                                        Increasing density and mechanical performance

                                        of binder jetting processing through bimodal
                                        particle size distribution



                                                                                                 2
                                                                               2
                                                                 2
                                        Ana Paula Clares , Yawei Gao , Ryan Stebbins , Adri C.T. van Duin ,
                                                      1
                                                        1,2
                                        Guha Manogharan *
                                        1 Additive Manufacturing and Design Graduate Program,  The Pennsylvania State University,
                                        University Park, PA 16801, USA
                                        2 Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA
                                        16801, USA


                                        Abstract
                                        Binder jetting is an additive manufacturing (AM) technology that has gained popularity
                                        and attention in recent years for production applications in tooling, biomedical,
                                        energy, and defense sectors. When compared to other powder bed fusion-based AM
                                        methods, binder jetting processes powder feedstock without the need of an energy
                                        source during printing. This avoids defects associated with melting, residual stresses,
                                        and rapid solidification within the parts. However, one of the challenges of this
                                        process is the relatively lower densities which impacts part density, and subsequently,
                                        sintering and mechanical properties. In this study, we investigated the influence of
            *Corresponding author:      bimodal powder size distributions (a mixture of coarse to fine particles) as a method
            Guha Manogharan             for increasing part density and mechanical strength, and used stainless steel (SS)
            (gum53@psu.edu)             316L bimodal mixtures in this case. Four unimodal and two bimodal groups were
            Citation: Clares AP, Gao Y,    evaluated under similar AM processing conditions for sintered density measurements
            Stebbins R, et al., 2022,   and flexural strengths. Our results demonstrated that bimodal size distributions
            Increasing density and mechanical
            performance of binder jetting   showed a statistically significant increase in density by 20% and ultimate flexural
            processing through bimodal particle   strength by 170% when compared to the highest performing unimodal group. In
            size distribution. Mater Sci Add   addition to experimental findings, reactive molecular dynamics simulations showed
            Manuf, 1(3): 20
            https://doi.org/10.18063/msam.v1i3.20  that the presence of finer powders along with coarser particles in the bimodal particle
                                        mixture contribute to additional bonds that are stronger across the particle interfaces.
            Received: August 26, 2022
                                        Findings from this study can be used to design bimodal particle size distributions to
            Accepted: September 15, 2022  achieve higher density and better mechanical properties in binder jetting AM process.
            Published Online: September 29,
            2022
                                        Keywords: Binder jetting; Bimodal powder; Mechanical strength; Molecular dynamics;
            Copyright: © 2022 Author(s).   316L stainless steel; Additive manufacturing
            This is an Open Access article
            distributed under the terms of the
            Creative Commons Attribution
            License, permitting distribution,
            and reproduction in any medium,   1. Introduction
            provided the original work is
            properly cited.             Binder jetting was developed in the early 1990s and is one of the seven additive
            Publisher’s Note: Whioce    manufacturing (AM) technologies. Similar to direct energy deposition (DED) and
            Publishing remains neutral with   laser powder bed fusion (LPBF), this technology processes powder feedstock for the
            regard to jurisdictional claims in
            published maps and institutional   fabrication of parts. The process begins with powder dispensing with a rake or blade
            affiliations.               or rotating roller to spread a thin layer of powder on a build platform. Next, the binder


            Volume 1 Issue 3 (2022)                         1                      https://doi.org/10.18063/msam.v1i3.20
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