TY - JOUR
T1 - Scalable, flexible and resilient parallelization of fused filament fabrication
T2 - Breaking endemic tradeoffs in material extrusion additive manufacturing
AU - Cleeman, Jeremy
AU - Bogut, Alex
AU - Mangrolia, Brijesh
AU - Ripberger, Adeline
AU - Kate, Kunal
AU - Zou, Qingze
AU - Malhotra, Rajiv
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/8
Y1 - 2022/8
N2 - Low build time in Material Extrusion Additive Manufacturing (MatEx) is key to economic printing of large parts and bigger batch sizes on an industrial scale. A prevalent solution is to print large roads at the cost of reduced geometric resolution and greater post-processing waste. The alternative of parallelization, i.e., using multiple printheads to concurrently print distinct sections of a part, suffers from limited geometric complexity, high cost, and complex machine design. We create a new paradigm for parallelized MatEx of thermoplastics called Multiplexed Fused Filament Fabrication (MF3). MF3 prints concurrently with multiple FFF extruders without controlling each extruder motion's individually by using a new toolpath strategy that is rooted in our discovery of continuous filament retraction and advancement. MF3 can print non-periodic 3D structures, larger contiguous parts or multiple smaller distinct parts or a mixture of both, on the same machine, at an unprecedented throughput-resolution combination, without the limitations of state-of-the-art parallelization methods. MF3 also enables a form of hardware-fault-tolerance that is lacking in conventional single-nozzle printing by allowing printing to continue despite extruder failure. We reveal key parametric effects in continuous retraction/advancement and uncover new insight into the corresponding extrudate behavior. We also develop a unique thermal model which shows the impact of the extruder array's configuration and the inter-section interface type on part-scale temperature evolution. Finally, we discuss how MF3 will realize new economies of scale and productivity in MatEx.
AB - Low build time in Material Extrusion Additive Manufacturing (MatEx) is key to economic printing of large parts and bigger batch sizes on an industrial scale. A prevalent solution is to print large roads at the cost of reduced geometric resolution and greater post-processing waste. The alternative of parallelization, i.e., using multiple printheads to concurrently print distinct sections of a part, suffers from limited geometric complexity, high cost, and complex machine design. We create a new paradigm for parallelized MatEx of thermoplastics called Multiplexed Fused Filament Fabrication (MF3). MF3 prints concurrently with multiple FFF extruders without controlling each extruder motion's individually by using a new toolpath strategy that is rooted in our discovery of continuous filament retraction and advancement. MF3 can print non-periodic 3D structures, larger contiguous parts or multiple smaller distinct parts or a mixture of both, on the same machine, at an unprecedented throughput-resolution combination, without the limitations of state-of-the-art parallelization methods. MF3 also enables a form of hardware-fault-tolerance that is lacking in conventional single-nozzle printing by allowing printing to continue despite extruder failure. We reveal key parametric effects in continuous retraction/advancement and uncover new insight into the corresponding extrudate behavior. We also develop a unique thermal model which shows the impact of the extruder array's configuration and the inter-section interface type on part-scale temperature evolution. Finally, we discuss how MF3 will realize new economies of scale and productivity in MatEx.
KW - Big Area Additive Manufacturing
KW - Flexibility
KW - Fused Filament Fabrication
KW - Resilience
KW - Throughput-resolution tradeoff
UR - http://www.scopus.com/inward/record.url?scp=85131452732&partnerID=8YFLogxK
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U2 - 10.1016/j.addma.2022.102926
DO - 10.1016/j.addma.2022.102926
M3 - Article
AN - SCOPUS:85131452732
SN - 2214-8604
VL - 56
JO - Additive Manufacturing
JF - Additive Manufacturing
M1 - 102926
ER -