Characterizing material transitions in large-scale Additive Manufacturing☆
Introduction
The advantage of Additive Manufacturing (AM) traditionally lies in the ability to construct complex geometries [1], [2]. However, most AM systems are restricted to depositing a single material, leading to a performance entirely dependent upon geometry. Recently, newer AM systems have been adapted to deposit multiple materials within a given part, allowing for deliberate placement of each material [3], [4], [5], [6], [7]. Through construction of Multi-Material (MM) and Functionally Graded Material (FGM) structures, these advanced systems enable manufacturing of complex geometries with site-specific properties. Typically, MM structures use a Multi-Material Additive Manufacturing (MMAM) system, which utilizes more than one material without pre-mixing, pre-compositing, or non-AM post-processing treatments [8]. FGMs, on the other hand, do not necessarily require an MMAM system. Instead, FGMs have a defined spatial variation in density (single-material) or composition (MM) that achieves a desired functional performance [9]. FGM structures can vary in either a stepwise or continuous manner. A stepwise FGM consists of multiple regions that differ in composition or microstructure, have discrete boundaries, and are intentionally arranged to achieve a gradient over the entire structure. In contrast, a continuous FGM lacks discrete interfaces and instead has a controlled, smooth gradient in composition or microstructure to attain the desired functionality [10].
MM printing is compatible with a variety of processes, all of which generally assign different materials to different layers for ease of construction. However, bonding dissimilar materials can be difficult, often resulting in structural weak points that are vulnerable to delamination. Traditional sandwich panel designs that are 3D printed typically suffer from fractures at the material interface, regardless of the MMAM method. Vu et al. evaluated sandwich structures with a T-Peel geometry made with a Stratasys PolyJet Connex 350 and observed fractures favored the material interfaces [3]. While aligning the interfaces perpendicular to the build direction increased their fracture resistance, interface failure was still common [11]. Brischetto et al. experienced similar behavior on a multi-nozzle Fused Filament Fabrication (FFF) system. Exchanging acrylonitrile butadiene styrene (ABS) for polylactic acid (PLA) in the face sheets yielded a weaker sandwich structure despite maintaining the same PLA honeycomb core. Once again, delamination between the dissimilar materials was largely responsible [4]. Roger and Krawczak demonstrated that simply adding a filler can influence bonding and delamination tendencies. An interpenetrating arrangement preventing the material interface from occupying a single plane improved mechanical performance, but the single-material counterpart still showed a greater resistance to delamination [12]. Kim et al. also investigated interface location and number by placing multiple interfaces in both the print and z-directions (across layers). While z-direction boundaries decreased void formations, boundaries in the build-direction resulted in voids that delaminated during testing [13].
MMAM processes have routinely utilized layers as inherent discrete boundaries when implementing stepwise FGMs. In a continuation of previous studies, Vu et al. assessed the effect of a stepwise FGM core on a sandwich structure performance. Resistance to delamination in T-Peel testing demonstrated an increased resistance to peel and fracture compared to the typical single-material cores [11]. To balance structural flexibility and rigidity, researchers implemented a similar stepwise FGM approach for construction of a robot shell. Numerous material changes gradually increased the elastic modulus from 1 MPa to 1 GPa, allowing it to survive impacts that shattered a rigid version while limiting the elastic deformation that made the flexible version inoperable [5]. While boundary-representation approaches struggled to place MM within the same layer, a new FGM design enabled this function via volumetric placement. It successfully demonstrated control of porous regions and differing materials [6]. One in-depth study used voxel-based inkjet printing techniques to demonstrate the strength gains provided by continuous FGMs structures compared to stepwise variants [14], while another utilized sequential MMAM to construct FGMs ranging in size from millimeters to meters [15]. Other bioinspired FGMs have targeted medical usage in orthopedic implants [16], [17]. Regardless of the process or materials, there are a wide variety of applications and interests in using MMAM to create FGM structures with unique properties [18], [19], [20]. In each case, FGMs functioned as a bridge between dissimilar materials, enabling regional properties while limiting typical MM defects such as delamination. As such, it is critical to understand the options available to AM for FGMs and to explore the best production methods at all available scales. The goals of this study were to conduct the first investigation of in-situ blending of discrete materials using LS-ME, to demonstrate continuous transition from one material to another during printing, and to discuss the application of this technique to FGM printing.
Section snippets
System description
The development of MM and FGM technologies has grown to include large-format AM technologies such as Cincinnati Inc.’s Big Area Additive Manufacturing (BAAM) system. Early efforts to take advantage of its pelletized feedstock and extrusion screw to incorporate in-situ material switching [21], [22], [23], [24] has culminated in the development of a dual-hopper feeding system with automated material control [7], [25]. Shown in Fig. 1, the system provides a unique ability to change materials
Experimental
Material compositional analysis was then used to assess the reliability of the dual-hopper printing process by comparing fiber content at similar locations across different layers and printed parts. Compositional analysis also functioned as a tool for constructing transition curves that described the progression from Material A to Material B over distance and time. Two additional characterization techniques were evaluated, and their reliability was compared to the original technique. The
Baseline fiber content
Analysis of the as-received CF/ABS pellets using CIN determined a baseline average fiber content among five sample sets of 22.0 wt% with a standard deviation of 0.2 wt%. Literature showed that CIN typically had a deviation of ≤ 1 wt% from the composite’s stated fiber content [31]. Given the experimental repeatability and literature support, the measured 22.0 wt% carbon fiber content was treated as a baseline for the provided CF/ABS feedstock instead of the advertised 20 wt%.
Consistency of CIN
Fig. 6 depicts the
Conclusions and future work
BAAM-B’s dual-hopper system and in-situ material switching capability have the potential to create FGM and MM structures using LS-ME. Constituent content analysis provides a valuable tool for tracking the transition between materials with different reinforcements, which allows for in-depth studies on the influential parameters and toolpath planning to achieve site-specific properties. This study documented the positional composition for step-change transitions between ABS and CF/ABS in both
CRediT authorship contribution statement
James Brackett: Conceptualization, Methodology, Validation, Formal analysis, Investigation, Data curation, Writing – original draft, Visualization, Supervision, Project administration. Yongzhe Yan: Methodology, Investigation, Data curation, Resources. Dakota Cauthen: Methodology, Validation, Investigation, Data curation. Vidya Kishore: Conceptualization, Writing - review & editing. John Lindahl: Investigation, Resources. Tyler Smith: Investigation, Resources. Zeke Sudbury: Methodology,
Declaration of Competing Interest
One of the authors of this article is part of the Editorial Board of the journal. To avoid potential conflict of interest, the responsibility for the editorial and peer-review process of this article lies with a different Editor, Eric MacDonald. Furthermore, the authors of this article were removed from the peer review process and had no access to confidential information related to the editorial process of this article.
Acknowledgements
Research sponsored by the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, Industrial Technologies Program, under contract DE-AC05-00OR22725 with UT-Battelle, LLC. This research was supported by the DOE Office of Energy Efficiency and Renewable Energy, Manufacturing Demonstration Facility. The authors are grateful for the equipment and assistance provided by Cincinnati Incorporated and for the materials supplied by Techmer Engineered Solutions. The University of
References (32)
A novel fabrication strategy for Additive Manufacturing processes
J. Clean. Prod.
(2020)- et al.
An overview of functionally graded additive manufacturing
Addit. Manuf.
(2018) - et al.
Characterizing the effect of print orientation on interface integrity of multi-material jetting additive manufacturing
Addit. Manuf.
(2018) - et al.
Experimental study on mechanical properties of single- and dual-material 3D Printed Products
Proc. Manuf.
(2017) - et al.
Mechanics of bioinspired functionally graded soft-hard composites made by multi-material 3D printing
Compos. Struct.
(2020) - et al.
Cellular Ti-6Al-4V structures with interconnected macro porosity for bone implants fabricated by selective electron beam melting
Acta Biomater.
(2008) - et al.
Functionally graded materials: a review of fabrication and properties
Appl. Mater. Today
(2016) - et al.
Additive manufacturing of multi-material structures
Mater. Sci. Eng.: R: Rep.
(2018) - et al.
What makes a material printable? A viscoelastic model for extrusion-based 3D printing of polymers
J. Manuf. Process
(2018) - et al.
Current status of recycling of fibre reinforced polymers: review of technologies, reuse and resulting properties
Prog. Mater. Sci.
(2015)
Support structures for Additive Manufacturing: a review
J. Manuf. Mater. Process.
3D FDM production and mechanical behavior of polymeric sandwich specimens embedding classical and honeycomb cores
Curved Layer. Struct.
A 3D-printed, functionally graded soft robot powered by combustion
Science
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This manuscript has been authored in part by UT-Battelle, LLC under Contract No. DE-AC05-00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of this manuscript, or allow others to do so, for United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/%20downloads/doe-public-access-plan).