Robocasting (also known as robotic material extrusion
) is an
additive manufacturing
3D printing, or additive manufacturing, is the construction of a three-dimensional object from a CAD model or a digital 3D model. It can be done in a variety of processes in which material is deposited, joined or solidified under computer ...
technique analogous to Direct Ink Writing and other extrusion-based 3D-printing techniques in which a filament of a paste-like material is
extruded
Extrusion is a process used to create objects of a fixed cross-sectional profile by pushing material through a die of the desired cross-section. Its two main advantages over other manufacturing processes are its ability to create very complex ...
from a small nozzle while the nozzle is moved across a platform.
The object is thus built by printing the required shape layer by layer. The technique was first developed in the
United States
The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 U.S. state, states and a federal capital district, Washington, D.C. The 48 ...
in 1996 as a method to allow geometrically complex ceramic
green bodies to be produced by additive manufacturing.
In robocasting, a 3D CAD model is divided up into layers in a similar manner to other additive manufacturing techniques. The material (typically a ceramic slurry) is then extruded through a small nozzle as the nozzle's position is controlled, drawing out the shape of each layer of the CAD model. The material exits the nozzle in a liquid-like state but retains its shape immediately, exploiting the rheological property of
shear thinning
In rheology, shear thinning is the non-Newtonian behavior of fluids whose viscosity decreases under shear strain. It is sometimes considered synonymous for pseudo-plastic behaviour, and is usually defined as excluding time-dependent effects, s ...
. It is distinct from
fused deposition modelling as it does not rely on the solidification or drying to retain its shape after extrusion.
Process
Robocasting begins with a software process. One method is importing an
STL file and slicing that shape into layers of similar thickness to the nozzle diameter. The part is produced by extruding a continuous filament of material in the shape required to fill the first layer. Next, either the stage is moved down or the nozzle is moved up and the next layer is deposited in the required pattern. This is repeated until the 3D part is complete. Numerically controlled mechanisms are typically used to move the nozzle in a calculated tool-path generated by a
computer-aided manufacturing
Computer-aided manufacturing (CAM) also known as computer-aided modeling or computer-aided machining is the use of software to control machine tools in the manufacturing of work pieces. This is not the only definition for CAM, but it is the most ...
(CAM) software package.
Stepper motors or
servo motors
A servomotor (or servo motor or simply servo) is a rotary or linear actuator that allows for precise control of angular or linear position, velocity, and acceleration in a mechanical system. It constitutes part of a servomechanism, and consist ...
are usually employed to move the nozzle with precision as fine as nanometers.
The part is typically very fragile and soft at this point. Drying, debinding and
sintering
Sintering or frittage is the process of compacting and forming a solid mass of material by pressure or heat without melting it to the point of liquefaction. Sintering happens as part of a manufacturing process used with metals, ceramics, plas ...
usually follow to give the part the desired mechanical properties.
Depending on the material composition, printing speed and printing environment, robocasting can typically deal with moderate overhangs and large spanning regions many times the filament diameter in length, where the structure is unsupported from below.
This allows intricate periodic 3D scaffolds to be printed with ease, a capability which is not possessed by other additive manufacturing techniques. These parts have shown extensive promise in fields of
photonic crystals
A photonic crystal is an optical nanostructure in which the refractive index changes periodically. This affects the propagation of light in the same way that the structure of natural crystals gives rise to X-ray diffraction and that the atomic ...
, bone transplants, catalyst supports, and filters. Furthermore, supporting structures can also be printed from a "fugitive material" which is easily removed. This allows almost any shape to be printed in any orientation.
Mechanical behavior
One key advantage of the robocasting additive manufacturing technique is its ability to utilize a wide range of feedstock “inks,” as
shear-thinning ability is the only inherently required material property. As such, robocasting has seen diverse application among many disparate materials classes such as
metallic foams,
pre-ceramic polymers, and
biological tissues. This allows for a wide range of mechanical characteristics to be accessible through this technique, with additional tailoring possible through the use of ink fillers and varying extrusion parameters.
Filler effects
Micro- and nano-scale
filler materials are commonly used to create composite feedstocks for robocasting and are available in a wide range of compositions, with morphologies typically falling into the broad categories of spheres, platelets, and filaments/tubes. Both composition and morphology play significant roles in the mechanical characteristics imparted by the filler. For example, the inclusion of stiff
boron nitride nanobarbs within epoxy feedstock has been demonstrated to
anisotropically increase overall composite strength and stiffness along the direction of fiber orientation due to their shape asymmetry, while the inclusion of hollow glass
microspheres within the same epoxy feedstock has been demonstrated to isotropically improve specific strength by significantly reducing total density of the composite.
In addition to shape, differing size regimes within fillers of the same morphology have been demonstrated to yield significant changes in mechanical properties. For epoxy-carbon fiber composite systems of identical composition, flexural strength has been shown to generally decrease with decreasing fiber length. However, shorter fibers have also been demonstrated to produce better overall printing behavior during the robocasting process as increasing length also increases the likelihood of jamming within the extruder; higher print fidelity as seen for the shorter fibers generally results in greater reproducibility of mechanical behavior. In addition, very long fibers have exhibited a tendency to break during extrusion, essentially imparting a de facto size cap on filament-type fillers used in robocasting.
Extrusion effects
Extrusion phenomena inherently tied into the robocasting technique have been shown to have appreciable effects on the mechanical behavior of resulting parts. One of the most significant is the alignment of filler materials within composite feedstocks during deposition, which is enhanced as filler anisotropy increases. This alignment phenomenon also becomes more pronounced with decreasing nozzle diameter and increasing ink deposition speed, as these factors increase the effective shearing experienced by fillers suspended within the feedstock in accordance with
Jeffrey-Hamel flow theory. Fillers are thus driven to align parallel to the extrusion pathway, imparting significant anisotropic character within the finished part. This anisotropy can be further enhanced by prescribing extrusion pathways that remain parallel throughout the manufacturing process; conversely, prescribing extrusion pathways that exhibit differing orientations, such as 90° “logpile” rotation between layers, can mitigate this effect.
Selection of deposition pathing can also be exploited to alter mechanical characteristics of robocasting products, such as in the case of non-dense and graded components. The creation of open lattice-type structures via robocasting is widespread and enables optimization of specific strength and stiffness by reducing the cross-sectional footprint of a given feedstock material while retaining much of its bulk mechanical integrity. In addition, the creation of unique deposition pathing via
finite element analysis
Finite element method (FEM) is a popular method for numerically solving differential equations arising in engineering and mathematical models, mathematical modeling. Typical problem areas of interest include the traditional fields of structural ...
of a desired structure can generate dynamically-graded geometries optimized for specific applications.
Applications

The technique can produce non-dense ceramic bodies which can be fragile and must be
sintered
Sintering or frittage is the process of compacting and forming a solid mass of material by pressure or heat without melting it to the point of liquefaction. Sintering happens as part of a manufacturing process used with metals, ceramics, pla ...
before they can be used for most applications, analogous to a wet clay ceramic pot before being fired. A wide variety of different geometries can be formed from the technique, from solid monolithic parts
to intricate microscale "scaffolds",
and tailored composite materials.
A heavily-researched application for robocasting is in the production of biologically compatible tissue implants. "Woodpile" stacked lattice structures can be formed quite easily which allow bone and other tissues in the human body to grow and eventually replace the transplant. With various medical scanning techniques the precise shape of the missing tissue was established and input into 3D modelling software and printed.
Calcium phosphate
The term calcium phosphate refers to a family of materials and minerals containing calcium ions (Ca2+) together with inorganic phosphate anions. Some so-called calcium phosphates contain oxide and hydroxide as well. Calcium phosphates are white ...
glasses and
hydroxyapatite
Hydroxyapatite (International Mineralogical Association, IMA name: hydroxylapatite) (Hap, HAp, or HA) is a naturally occurring mineral form of calcium apatite with the Chemical formula, formula , often written to denote that the Crystal struc ...
have been extensively explored as candidate materials due to their biocompatibility and structural similarity to bone.
Other potential applications include the production of specific high surface area structures, such as catalyst beds or
fuel cell
A fuel cell is an electrochemical cell that converts the chemical energy of a fuel (often hydrogen fuel, hydrogen) and an oxidizing agent (often oxygen) into electricity through a pair of redox reactions. Fuel cells are different from most bat ...
electrolytes.
Advanced metal matrix- and ceramic matrix- load bearing composites can be formed by infiltrating woodpile bodies with molten glasses, alloys or slurries.
Robocasting has also been used to deposit polymer and sol-gel inks through much finer nozzle diameters (less than 2 μm) than is possible with ceramic inks.
References
External links
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{{emerging technologies, topics=yes, robotics=yes, manufacture=yes, materials=yes
Ceramic engineering
3D printing processes
Articles containing video clips
1996 introductions
American inventions
1996 establishments in the United States