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Increasing Throughput in Fused Deposition Modeling by Modulating Bed Temperature

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TLDR
In this article, the effect of bed temperature on the peak removal force for polylactic acid (PLA) parts printed on bare borosilicate glass and polyimide (PI)-coated beds was studied.
Abstract
\n Additive manufacturing (AM) techniques, such as fused deposition modeling (FDM), are able to fabricate physical components from three-dimensional (3D) digital models through the sequential deposition of material onto a print bed in a layer-by-layer fashion. In FDM and many other AM techniques, it is critical that the part adheres to the bed during printing. After printing, however, excessive bed adhesion can lead to part damage or prevent automated part removal. In this work, we validate a novel testing method that quickly and cheaply evaluates bed adhesion without constraints on part geometry. Using this method, we study the effect of bed temperature on the peak removal force for polylactic acid (PLA) parts printed on bare borosilicate glass and polyimide (PI)-coated beds. In addition to validating conventional wisdom that bed adhesion is maximized between 60 and 70 °C (140 and 158 °F), we observe that cooling the bed below 40 °C (104 °F), as is commonly done to facilitate part removal, has minimal additional benefit. Counterintuitively, we find that heating the bed after printing is often a more efficient process for facile part removal. In addition to introducing a general method for measuring and optimizing bed adhesion via bed temperature modulation, these results can be used to accelerate the production and testing of AM components in printer farms and autonomous research systems.

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Journal ArticleDOI

Towards swarm manufacturing: architecting a cooperative 3d printing system

TL;DR: This paper presents a fully integrated and functional C3DP platform with all necessary components and outlines how they work in unison from a system-level perspective and demonstrates the capability of the system using two case studies with successful large-scale prints.
Journal ArticleDOI

Using Simulation to Accelerate Autonomous Experimentation (AE): A Case Study Using Mechanics

TL;DR: A case study on the mechanics of additively manufactured polymer structures is used to investigate whether imperfect data from simulation can accelerate autonomous experimentation by highlighting multiple ways in which simulation can improve AE through transfer learning.
Journal ArticleDOI

Build Plate Heating and Cooling Technique Using Peltier Element for Fused Filament Fabrication

TL;DR: In this paper , the Peltier module was used to control the temperature of the build plate of a commercial fused filament fabrication machine, leading to 16.6 °C, approximately 9 °C less than the ambient temperature, even with 23.9 −27.1% less total energy consumption than the primary build plate.
References
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Journal ArticleDOI

Anisotropic material properties of fused deposition modeling ABS

TL;DR: In this article, the properties of FDM parts fabricated by the FDM 1650 were analyzed using a Design of Experiment (DOE) approach, such as raster orientation, air gap, bead width, color and model temperature.
Journal ArticleDOI

Additive Manufacturing: Current State, Future Potential, Gaps and Needs, and Recommendations

TL;DR: Additive manufacturing (AM) is the process of joining materials to make objects from 3D model data, usually layer by layer, is distinctly a different form and has many advantages over traditional manufacturing processes.
Journal ArticleDOI

Optimum part deposition orientation in fused deposition modeling

TL;DR: In this article, an attempt towards obtaining an optimum part deposition orientation for fused deposition modeling process for enhancing part surface finish and reducing build time is presented, where a real coded genetic algorithm is used to obtain the optimum solution.
Journal ArticleDOI

Liquefier Dynamics in Fused Deposition

TL;DR: In this article, the analysis of the liquefier dynamics towards establishing control strategies for flow control during the extrusion phase is presented, which is necessary to achieve the mentioned objective.
Journal ArticleDOI

Investigation of the mechanical properties and porosity relationships in fused deposition modelling‐fabricated porous structures

TL;DR: In this paper, the authors investigate the mechanical properties and porosity relationships in fused deposition modeling (FDM) fabricated porous structures, which can be interdependent and exhibit varying effects on scaffold properties, were identified and examined using the design of experiment (DOE) approach.
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