1. The 3D Powder Printing
Project for Tissue Simulation:
A Review and Analysis
Abstract: The PWDR printer is an open-source powder-based three-
dimensional (3D) printer. The goal of the project was to use this
printer to research potential materials to use in a 3D printing process
to create flexible objects. Flexible and realistic models could then be
used to simulate soft human tissue such as skin. A review and analysis
of the work done by the original design team and by the author is
carried out. Both aspects of the project, the printing technology and
the materials science, are discussed. Future work and additions to the
project are discussed and explored. A basic procedure to operate the
PWDR printer is also enclosed.
Aaron Najfach
August 2014
Miami University
2. Dedication
Thank you to Dr. Jessica Sparks for the opportunity to work on this
project. Both your academic and financial support was much appreciated.
3. Table of Contents
Introduction…………………………………………………………………………………………………………………………………...1
Printing Technology………………………………………………………………………………………………………………………..1
Desired Attributes…………………………………………………………………………………………………….……….1
State of the PWDR printer……………………………………………………………………………………….………..2
Future Considerations……………………………………………………………………………………………….………3
Materials Science…………………………………………………...………………………………………………………………………3
Prior State of the Materials Science…………….…………………………………………………………………….3
Current State of the Materials Science………….…………………………………………………………………..4
Material Selection and Initial Samples….……………………………………………………………..4
Starch Gelatinization and Retrogradation…….……………………………………………………..5
Pregelatinization…………………………………………….……………………………………………………5
Acid Modification…………………………………………………………………………………….………….6
Future of Materials Science……………………………………………………………………………………….……..7
Starch with Silicon Infusion………………………………………………………………………….……..7
Cross-Linking of Starch………………………………………………………………………………….…….7
Starch with Fatty Acids……………………………………………………………………………………….8
Starch with Salts…………………………………………………………………………………………………8
Starch with Cellulose Derivatives………………………………………………………………………..8
Use of Gelatin as Main Substance……………………………………………………………………….9
Current Operating Procedure for PWDR 3D Printer……………………………………………………………………..10
Converting the Model and Loading to SD Card……………………………………………..………………….10
Uploading Arduino Firmware……………………………………………………………………………..…………….10
4. Starting a Print Job…………………………………………………………………………………………………………….10
Finishing and Clean-Up…………………………………………..............………………………………………………11
Acid-Hydrolyzed Gel Test Results…………………………………………………………………………………………..……….12
References, Articles, and Academic Papers……………………………………………………………………………..……..13
Miscellaneous Resources………………………………………………………………………………………………….……………..15
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Introduction
3D printing is fast growing technology with application in a variety of fields [3]. One area of interest is applications
in biomedical technology. A goal within the field is the rapid reproduction of body parts. The idea is that lost or
severely damaged body parts can be replaced with 3D printing using biologically compatible materials [1]. These
materials and model body parts can simulate the properties of the natural tissue. Often, a 3D scaffold is produced,
at which point cells may be introduced [2].
The goals of this project have a similar goal in mind. The desired outcome is that 3D printing can be used to
replicate soft tissue. What makes this goal different is that virtually all 3D printing will produce only a rigid
structure. A softer, flexible structure is more complicated. Furthermore, anything printed that is in fact soft or
flexible is likely not produced using a powder method of 3d printing. It is the goal of this project to explore 3D
powder printing technology and to explore materials that could potentially produce flexible models which simulate
soft human tissue, notably skin tissue.
A 3D powder printing process works in a similar manner as any other type of 3D printing process. A layer of
powder is deposited. A print head then deposits some form of a binder which causes the powder material to bind
together. Another layer of powder is deposited on top of the first layer, more binder is deposited, and so on. As
each layer is deposited, the structure is built higher and higher producing a three dimensional product [4].
Currently, powder printing has little to offer in terms of flexible products. Furthermore, powder printing is
currently a fairly expensive process. It is the goal of this project to explore new materials with a low-cost powder
machine. The project can be viewed as having two aspects: Printing Technology and Materials Science. The current
progress and future of each aspect is discussed below.
Printing Technology
Desired Attributes
Since the overarching goal of the project is to produce a flexible model with a powder-based 3D printer, the printer
itself needs to have certain qualities. Over the course of research, a wide variety of materials may need to be
tested. The effects of these materials could potentially cause harm to the machine. To deal with this risk, the ideal
printer needs to be low cost and adaptable. Many 3D powder printers on the market are very specialized and can
cost thousands of dollars (or even tens of thousands). Replacing damaged parts could be costly and the machine
design may limit the modifications possible. A particular printer may only be specified for a small range of
materials. Therefore, it would not be wise to test new powders and binders on such a machine.
It is these requirements that makes the PWDR printer an attractive choice. PWDR is an open source design from a
student team from the University of Twente in the Netherlands made without any highly specialized parts or
materials [II]. The open-source design allows for any possible modifications to both the hardware and software,
allowing the maximum level of adaptability. The low cost of materials means assembly of the printer is much more
affordable and can be easily replaced. For instance, the printer head uses a standard inkjet cartridge to deposit a
binder. An inkjet cartridge is a common item found in office supply stores. This allows for a variety of binders to be
tested in the printer with much more room for error. If a potential binder damages the cartridge, it is easy to
replace for a relatively low cost.
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The PWDR 3D printer. Photo: https://pwdr.github.io/ [II]
State of the PWDR printer
Throughout the 2013-2014 academic year, the original PWDR team of Corey Bush, Kelly Oswald, Maria Fedyszyn,
and Katie Jonas purchased parts and assembled the printer [I]. This process included assembling the frame,
installing motors, belts, and shafts, and wiring the components. Unfortunately, at the end of the academic year,
the PWDR printer was not fully operational [I]. Problems included binder not being depositing properly, the printer
head not moving over the same spot as needed, and the roller used to deposit new powder layers not moving
properly. The printer head was not depositing binder in the proper shape. Often only a random splatter would be
deposited. The printer head would attempt to deposit binder outside of the build bin workspace. The roller which
is meant to deposit new layers of powder onto the build bin would move in a ‘backwards’ fashion, moving in a way
as if the build bin and powder storage bin were switched i.e powder bin on the left toward the electronics and
build bin on right.
Over the following summer, some improvement was made. With a change in the wiring for the motor controlling
the y-axis motion, the motor orientation was switched, allowing the roller to move in the proper direction – left to
right, powder bin the build bin – when depositing powder. Rewiring the printer head allowed for a more consistent
binder patter to be deposited. Instead of a seemingly random splatter, the printer head consistently deposited two
short dashes. Although the reason is not completely clear, the printer head also started to deposit the ink over the
same area consistently rather than trying to print of the build area. By ignoring the ‘Initialize position’ button in the
PWDR Interface used to control the printer and jogging the print head to the center of the build space, one can
take advantage of this fact. The print head will return to whatever position it started at after the roller moves to
deposit a new layer of powder. (It should be noted that no powder has been tested with the printer up to this
point. References to depositing powder refer simply to the motion of the roller. It’s implying what the printer
would do if powder was present.)
One possible reason the PWDR printer is not yet fully operational is the fact that there are too many resources
posted on the PWDR website and the associated Github pages. Since the printer is an open-source design, several
other builder have contributed changes, corrections, and improvements to the printer. Although there is an
original schematic and original code available, there are also several circuit diagrams and several versions of the
Arduino code throughout the site [II]. It is not necessarily clear which diagram and which version of the code is
7. Page | 3
best. This creates difficulties in troubleshooting as it is not clear if the current problems with the printer are due to
the code, the wiring scheme, or perhaps a change in the operating procedure.
A procedure for operating can be found on page 10.
Future Considerations
To improve the PWDR printer and to get the printer fully operational, consulting with an Electrical Engineering
major, Computer Science major, or someone with a high knowledge of computing will likely be necessary. Ideally,
it would be such a person’s expertise that would aid in identifying where problems lie and how to correct those
problems. It would also be potentially beneficial to continue contact with one of the original designer of the
printer, Alex Budding.
Another thing to consider is use of an entirely different printer. While there are few 3D printers that meet the
needed criteria, there is one that could soon be available. A group out of San Diego, under the name Creo
Machines, has been developing their Sandbox 3D printer [III, IV]. At this point, it appears this printer is very similar
to the PWDR printer. It is claimed that the Sandbox is low-cost, uses an inkjet cartridge, is highly adaptable, and
will be open source. There is also the claim of additional functions, such as Wi-Fi adaptability. The hope is that this
printer will be available in an already assembled form and not as a build-it-yourself concept. This would avoid the
same potential problems that PWDR has had.
Regular checks for Sandbox updates should be conducted. There are websites for Creo Machines and the Sandbox
printer which have a link for a newsletter sign up. Both sites have a News/Blog page where updates may be
posted. The only problems so far with updates is that the last update has not been for several months, almost a
year. It is unknown if the group is still actively working on the Sandbox, if there will be an upcoming release date,
etc.
Once a basic process is established, additional functionality of the PWDR printer and the 3D printing processes may
be explored. In order to enhance the realism of any simulated tissue, the addition of pigment to the material
would be a likely next step. The ability to control the density of a printed material would also be beneficial.
Furthermore, the ability to take MRI scan or CT scan data and convert the data into a printable format would allow
for the personalization of simulated tissue models produced with the 3D printer. Many of these process additions
would likely require the expertise of computer science students, software engineering students, or electrical
engineering students. If not, examining published works a given topic, such as the work out of the University of
Sheffield, would be beneficial [5]. It is also possible that tools and programs currently exist and are available for
purchase would be able to provide these desired functions.
Materials Science
Prior State of the Materials Science
When members of the original PWDR team were not working on the printer, members were exploring materials to
use with the printer as well as any pre-processing or post-processing steps [I]. The main set of materials the team
explored was based on another paper that involved 3D printing and biocompatible materials [2]. A powder mixture
of gelatin, starch, and dextrose (rather than dextran like the referenced paper) was used to create flat, cylindrical
structure by hand. [I]. A layer of powder was deposited, then water was applied. This process was repeated for
several layers. The cylindrical samples were then subject to soaking solutions as based on the same paper. The
soaking solutions used 2% concentrations of Poly(d,l-lactide), polycaprolactone, and Poly(l-lactide).
8. Page | 4
The problem with these materials was that they did not produce results relevant to the goal of flexible materials.
The resulting structures were structures that were primarily rigid structures [2]. It is unclear why the PWDR group
chose to pursue research of these materials and their use. These materials could have potential benefits instead in
demonstrating powder 3D printing as a whole or in the examination of the structural integrity of various shapes
and models printed. Since the team chose to explore those materials, it become necessary to explore alternative
materials.
Current State of the Materials Science
Material Selection and Initial Samples
Since the time of the work of the original PWDR group, there has been significant advancement and direction with
the materials aspect of the project. Through the summer of 2014, much research and work has been conducted
with starch. Starch from maize (corn) was chosen as a primary material for two main reasons. The first reason was
the fact that there was a significant amount of maize starch left over from the original PWDR group. The second
reason was that a common item that exhibited the desire material properties used starch as a primary ingredient –
Play-Doh While Play-Doh may be considered a children’s toy, it is still representative of a desired outcome. It’s
flexible and retains its shape well. As an added advantage, since starch is a biocompatible material [6, 9], any
formulations used in the printer would likely be safe to incorporate into biological systems if the situation required
it.
The testing of powder samples was done in a similar manner as the procedure carried out by the original PWDR
group. A thin layer of powder would be deposited by hand into either an aluminum weight boat or aluminum
cupcake liner. This simulated the printer depositing powder. The layer may then have been patted down for an
even layer. Next, enough water would be introduced to sufficiently moisten the powder layer. Initially, the water
was deposited with a syringe. Later, in order to better simulate the effects of the printer head, a common ironing
spray bottle was used. Finally, a new layer of dry powder would be deposited onto the moist layer. This process
would be repeated for 2-3 layers.
So far, the most promising powder material to be used with the printer is a combination of starch powder and
gelatin powder with water used as the binder. When a mix of 40-60% cornstarch with gelatin was subject to water,
it was found that samples had several desired properties. Qualitatively, there was a moderate degree of flexibility,
cohesiveness, and compressive elasticity. Tensile strength was relatively poor however; but despite this, the
samples showed significant promise in simulating a soft, biological tissue.
One other aspect of this sample that is significant is that the binder used was cold water. Technically, starch and
gelatin need to be subject to hot water to enact their gelling properties [6, 8, 9, 10, 11] (see later section on Starch
gelatinization). While the samples could potentially be stronger with the use of hot water, use of cold water still
had a positive effect. The printer head currently does not have the ability to heat binder material. While a heated
binder could be inserted into the printer cartridge, it would be difficult to maintain the binder at a constant
temperature over the course of an entire print cycle.
One theory as to why this combination works well is that the properties of gelatin and starch work well together.
Gelatin by itself, when subject to cold water, would still form a spongy, somewhat cohesive material. Starch, when
subject to cold water, will form a rigid (although very brittle) structure. The starch acts in a similar manner as
plaster. When combined with gelatin, the starch gave the sample additional rigidity and cohesiveness while the
gelatin gave flexibility. In combination, these two substances worked well to give the properties observed.
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Starch Gelatinization and Retrogradation
While gelatin was a major component of the sample described above, further work was done with a focus on
starch. Starch also will form a gel with through processes called gelatinization and retrogradation [11, 12, 15].
Starch is a polysaccharide made up of chains of glucose molecules [9, 11, 12, 15]. There are two types of chains:
amylose and amylopectin. Amylose is consists of straight chains of molecules while amylopectin consists of
branched molecules [9, 10, 13]. These chains are found within a starch granule. When starch is subject to heat and
water, swelling of the granule occurs. When a high enough temperature, the gelatinization temperature, is
reached, the granule will irreversibly burst and will release the amylose and amylopectin contained within [13].
When this occurs the starch suspension becomes more viscous and forms a paste. This process is called
gelatinization. Starch from different sources will have different gelatinization temperatures [9, 11, 12, 15]. Factors
that may affect gelatinization temperature include, but are not limited to, granule size, pH of solution, and the
presence of salts, sugars, fats, and proteins [9, 11, 12]
As the paste cools down, retrogradation occurs. The amylose and amylopectin that was released from the granule
will begin to recrystallize. It is this recrystallization that forms the starch gel. The strength and consistency of the
gel depends on the relative amounts of amylose and amylopectin [11, 13]. A higher percentage of amylose will
tend to form a strong, firm gel while higher percentage amylopectin will tend to form a softer gel or even a viscous
paste [6, 11]. Retrogradation can also be broken down into two parts. The first part occurs over a short time
period. The amylose chains rapid crystalize first. Later, long term changes in crystallization are attributed to
amylopectin.
Starches for different sources will have different amounts and ratios of amylose and amylopectin. Cornstarch in
particular has a relatively high percentage of amylose at about 21% compared to other native, unmodified starches
[7]. High amylose (HA) starches are also available. HA starches have a much higher percentage of amylose than
other starches at 80% or more [6].
This process of a retrogradation can be affected by different processes and the presence of different substances. It
was in the continued work with starch and the retrogradation process where such processes and substances were
explored.
Pregelatinization
A particularly relevant process that starch can be subject to is pregelatinization. Effectively, starch may be
gelatinized and then dried back into a powder. The resulting powder will then form a gel in cold water [42, 43].
Current applications for pregelatinized starch include use in pies, fillings, and other foods where gelling is desired
without further cooking [42, 43, 44]. It is of interest to the project since cold water is a possible choice for binder
within the print head.
In industrial settings, an extruder, spray dryer, or drum dryer are common mechanical/thermal apparatus used to
produce a pregelatinized starch powder [41, 45, 46]. Common methods of pregelatinization tend to use
mechanical/thermal methods; however, chemical methods are also available. One common chemical method of
gelatinization is suspending starch powder in an alcohol-alkaline solution [38, 39, 40].
The difficultly in using pregelatinized starches is our ability to pregelatinize starch in lab. It is of interest to have this
ability because it would then be possible to treat and modify starch with other processes and substances prior to
pregelatinization. Such processes may require the use of water which would cause gelation of the starch is already
pregelatinized. Alternatively, if an already pregelatinized starch is modified further, it may be necessary to return
10. Page | 6
the starch to its powdered form. Currently in lab, the mechanical/thermal apparatus mentioned above are not
present. Simply drying a starch paste in a conventional oven will not suffice, as a starch plastic will form. This
plastic, even when ground to a fine powder, will not produce a gel in cold water. Chemical methods may become
costly in the long term and must be studied and refined over a period of time before becoming an effective and
efficient means of producing pregelatinized starch, modified or unmodified.
Since pregelatinized starch is currently unable to be produced in lab, a rather large quantity was obtained from an
outside source. Grain Processing Corporation, a producer of corn-based products, supplied samples for 3 types of
pregelatinized starches at 5 kg each. One type, Instant Pure-Cote B792, is meant as a food coating and produces a
runny, non-vicious solution. It is not beneficial to the project’s goals at this time. The other two types, B656 and
B658, appear virtually identical and can be treated as such.
Use of these modified starches can be further explored. Currently, the gels they produce do have the capability to
form structures that are somewhat self-supporting. Nevertheless, there are some differences. When the
pregelatinized starches are prepared in a solution rather than through the method by-hand described earlier, its
takes a higher concentration to yield similar results as gels form from unmodified starches. Gels formed from the
modified starch are very sticky and difficult to handle. Ways to reduce the stickiness of these gels would be highly
beneficial as this is virtually the only real barrier in using the pregelatinized starch to make 3D structures. Drying
times, coatings, soaking solutions, or finding ways of increasing the strength of the pregelatinized gels could very
possibly aid in removing this barrier.
Acid modification
When the amylose and amylopectin chains are introduced to an acid with heat, the chains will undergo acid
hydrolysis. These polysaccharide chains will break apart and form dextrin or simple sugars. Over an extended
period of time and/or in a highly concentrated acid, acid hydrolysis will significantly break down the amylose and
amylopectin chains [21]. It is the amylose chains which contribute to gel strength; therefore, by significantly
subjecting starches to acid hydrolysis, gel strength will be reduced.
However, it has been suggested that if acid hydrolysis is carried out correctly, gel strength could actually increase.
(Hoover; pharma tablet paper) During hydrolysis, non-crystalline regions among the amylopectin chains will be
hydrolyzed first [17, 19, 24]. By hydrolyzing these regions and removing their effect on the retrogradation process,
the amylose chains and more crystalline amylopectin chains will contribute to gel formation. As retrogradation is a
crystallization process, the less non-crystalline chains, the better the overall crystallization; and therefore, a
stronger gel may be formed. The ideal time of hydrolysis and acid concentration still needs to be identified. Some
sources perform acid hydrolysis for several hours at a given concentration with positive results, while another
source carried out hydrolysis for several days (although in a different context/goal) [17-26].
In order to test the validity of acid hydrolysis, mechanical testing on an Instron 3340 Series with Bluehill software.
Before testing, unmodified cornstarch was subject to acid hydrolysis for 1 hour at various concentrations. To
produce each batch, 30 g of starch powder was added to 75 mL of hydrochloric acid at 50° C. After 1 hour, the
suspension was neutralized with NaOH solution then vacuum filtered. Drying then took place in a vacuum oven.
Batches were made using .01 M, .05 M, .10 M, .25 M, .5 M, and 1.0 M HCl.
The acid-modified starches (as well as unmodified starch) were gelatinized. Approximately 7.5 g of each sample
were suspended in 75 mL of deionized water. The starch was added to the water at 40-50° C. The suspension was
then held at 80-90° C for 10 min with gentle stirring, uncovered. At the end of the time period, the pastes were
poured into aluminum weigh boats and then compared. Qualitatively, it was determined that the acid-treated
11. Page | 7
starch gels produced in .01 M HCl and .05 HCl maintained their shape well and showed similar properties as
untreated cornstarch. It would be the gels from those starches, along with unmodified starch gel, that would be
examined with the Instron machine.
Gels that were 35 mm in diameter and approximately 15 mm in height (varied slightly) were made with
unmodified cornstarch, .01 M HCl-treated starch, and .05 M HCl-treated starch. 6 gels were made from each starch
course. 3 gels were tested that were made within several hours of being poured; while the other 3 gels were left
over night to allow for an extended period of retrogradation. Each gel was compressed at a constant rate over 10
seconds until 10% strain (1.5 mm for a gel height of 15 mm). The compression was held for an additional 90
seconds.
The results of the mechanical testing can be found on page 12. From an initial analysis of the data, the “Fresh” gels
give no obvious results as to whether acid modification under the given conditions increased maize starch gel
strength. The “Overnight” gels give a clearer result. The data suggests that starch gels produced with .01 M HCl-
treated starch produces a stronger gel than the other starch sources. To reach a more convincing conclusion,
further statistical analysis may be performed. This may include analysis with a Student’s t-test, analysis of variance
(ANOVA), or hypothesis testing. Also, as stated before, the acid hydrolysis reaction can be further examined by
testing various time periods over which the reaction is carried out.
Future Materials Science Testing
When continuing the materials science work associated with this project, starch will likely a substance that will be
continually researched. Another substance that has shown promise and will be examined more closely is gelatin.
Starch with Silicon Infusion
As of now, there is only one published example where the end result of a 3D powder printing process has yielded a
flexible material. Out of the University of Sheffield, a research team has been exploring the use of 3D printing to
create prosthetic nose [5]. While the focus of the team’s published research is the color of the prosthetic for the
purpose of matching natural skin pigmentation, the materials used to produce the prosthetic structures are of
great relevance. Starch was used to create a 3D structure of a patient’s soon-to-be nose, then the structure was
soaked in silicon fluid. While no explicit data on the materials texture or mechanical properties was given, it is
reasonable to hypothesize that the final prosthetics had some degree of flexibility, compressive strength, and
tensile strength. It would worth experimenting with different silicon fluids or various soaking methods.
Crosslinking of Starch
A very important modification of starch that should be investigated is cross-linking. With cross-linking, any starch
gels or other starch structures could potentially be strengthened. The amylose and amylopectin chains would be
linked to each other via a cross-linking agent in addition to being crystallized with retrogradation. There are several
materials that can be used to cross-link starch such as Phosphorous Oxychloride (POCl3) and Epichlorohydrin (EPI)
[48]. One of the most common cross-linking agents for starch is Sodium Trimetaphosphate (STMP) [47, 48, 50, 51].
Starch is often cross-linked with STMP for food applications, medical applications, and other technologies.
Research with starch cross-linking would be beneficial for the project as it could enhance the strength of objects
produced with 3D printing technology.
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Research with starch cross-linking would be beneficial for the project as it could enhance the strength of objects
produced with 3D printing technology. The specific task associated with this method of treatment is to find a way
to make it feasible process. One possible course of action to explore is subjecting solid, pregelatinized starch
powder to STMP (or another cross-linking agent) prior to the application of binder (i.e water). It has been found
that starch can be cross-linked in a solid state, rather than in solution, with microwave irradiation [47]. The hope
would be that cross-linking would occur and would somehow be effective without the need for the solid starch to
be a large chuck of material. Ideally, the starch would be a fine powder when used in the PWDR printer.
A more likely course of action would be to enable a cross-linking reaction by soaking a starch gel or other starch
structure in STMP solution prior to printing. With this method, the starch would already be in the desired shape.
Cross-linking could then aid in the ability of the starch in maintaining its shape and mechanical properties. This
method is similar to the starch and silicon example. There are also similarities to 3D printing processes that have
already been established, although those processes yield structures that are very rigid rather than flexible.
Starch with Fatty Acids
In one paper, it has been suggested that the addition of fatty acids, specifically myristic and stearic acids, can aid in
increasing the storage modulus of starch gels [32]. The proposed mechanism is that the fatty acid forms a complex
with the amylose and amylopectin changing the gelatinization temperatures which can have an effect on gel
strength. If this method is proven to work, then it would be necessary to explore ways of adapting the method to a
3D powder printing process.
Starch with Salts
It has been shown that certain salts can increase starch gel strength [33-35]. Certain ions can either inhibit or aid
the aggregation of the amylose chains. Aggregation is essentially the grouping together of molecules. With ions
known as salting-in ions, aggregation is inhibited by increasing the interactions between the amylose and solvent
(water), while reducing amylose-amylose interactions. With salting-out ions, the opposite occurs. Aggregation of
the amylose is increased due to increased amylose-amylose interactions. What is known as the Hofmeister series
describes which ions are salting-out and salting-in well. Salting-out ions tend to include, but are not limited to,
sulfate anions and iron cations. Therefore, it has been shown that the addition of salts with such ions to starches
tend to aid in increasing gel strength.
A possible course of action would be to explore if the same effects occur with pregelatinized starch. The salt
compounds could potentially be added to water to form the binder that is deposited by the printer head. An
alternative could be to soak a printed starch gel in a salt solution. Various compounds and concentrations could be
tested.
Starch with Cellulose Derivatives
The addition of insoluble cellulose derivatives to gel matrices have been shown to increase the storage modulus if
the gels [29-31]. The retrogradation process was accelerated in the presence of those substances. In one
experiment [30], it was found that carboxymethylcellulose (CMC), alkaline soluble fibrous cellulose (ASC), and
powdered microcrystalline cellulose (MCC) all enhanced the retrogradation and increased the storage modulus of
13. Page | 9
sweet potato starch gel. All three substances are insoluble in water. Methylcellulose, which is soluble in water,
decreased retrogradation and therefore storage modulus. The proposed mechanism was that the insoluble
derivatives act as nuclei for the crystallization process. The amylose chains are given a point within the gel matrix
to begin crystallizing.
The potential benefit from this work would be that a cellulose derivative in powder form could be added to a
pregelatinized starch powder. If the addition of the insoluble cellulose derivatives to unmodified starch enhances
gel properties, it stands to reason that a similar effect may be seen with a modified form of starch.
Use of Gelatin as main substance
While the use of starch to this point has taken center stage, other materials should not be left unexamined. As
mentioned prior, a very promising and very simple powder mixture of starch and gelatin was used. So far, only
potential enhancements to the starch have been explored. It could be highly beneficial to examine ways to
enhance the properties of gelatin as well.
A very promising process could involve the use of gelatin with glutaraldehyde (GTA). In experiments with gelatin
films, GTA was found to act as a cross-linking agent within the gelatin, therefore strengthen the films [56, 57]. It
stands to reason that if GTA can enhance films, it can also enhance the properties of gelatin gels of any shape. A
gelatin printed gelatin structure could be soaked in GTA solution post-printing. The key would be to explore
various concentrations of GTA and varied soaking times. Furthermore, different shapes may require different
soaking times due to changes in their surface area to volume ratio.
One potential concern with GTA is that it is a toxic substance and can be harmful if not handled properly. However,
low GTA concentrations on the order of 1%, the approximate concentration used in referenced experiments, pose
less of a health risk [57]. Also, it has been shown that after a period of time after cross-linking, any uncross-linked
GTA molecules left within the gelatin matrix will be released. Once all of the unbound GTA is released, a particular
gelatin sample will pose minimal risk.
Several other materials that have been used with gelatin include low acyl gellan gum [52-55], enzymes with gelatin
and chitosan blends [59], κ-carrageenan [61], and ferulic and tannin acids [58]. Further analysis of published data
will more definitely conclude whether or not a given material or process could be beneficial to a 3D powder
printing process.
Just like with starch, there are many possibilities to explore when it comes to enhancing gelatin’s mechanical
properties. The challenge, once a given method has proven beneficial, is to adapt that method so it can be
applicable to a potential 3D printing process and yield our desired properties. An additional task would be to
combine various methods of treating starch and gelatin. It will take time to explore and assess all the potential
materials that could be used with the PWDR printer. It will take even more time to adapt the materials into
something that is useful for the printing process.
14. Page | 10
Current Operating Procedure for PWDR 3D Printer
The following is the currently used procedure for operating the PWDR printer. Since the printer is not yet fully
operational, either some or all of this procedure will likely change in the future. These steps are from a blend of
the User Manual on the PWDR website and PWDR Github repository [II] and researcher changes.
Converting the Model and Loading to SD card
1. In Processing 1.5.1, Open “Pwdr_GUI_V0_3” pde file. The file can be found under Pwdr-Model-0.1-master >
Processing > Pwdr_GUI_VO_3
2. Under the ‘Serial’ Tab, line 9, make sure the line of code reads: arduinoSerial = new Serial(this, "COM4", 9600);
Note: ‘COM4’ will change depending on computer. Check the port name by plugging in the Arduino with USB and
Open Device Manager (If using Windows).
3. Run the program
4. Click ‘Load Model’ and select the desired STL file in the pop-up browser window.
5. Click the Settings button in the bottom left corner to adjust margins, number of layers, etc.
Note: It has not yet been conclusively determined what effect adjusting the margins has. It is also supposedly
necessary to ensure all margin values are divisible by 12.
6. Click the first symbol in the top left corner to return to the original window.
7. Click ‘Convert’
8. Close Processing 1.5.1
9. Open the Processing folder within the PWDR Master folder and Open Folder “Pwdr_GUI_V0_3”.
10. Copy “config” to the folder ‘PWDR’.
11. Copy the entire folder ‘PWDR’ to SD card.
12. Close all windows and insert SD card to the Arduino.
Uploading Arduino Firmware
1. In Arduino software, Open the desired version of the firmware code (Pwdrfirmware2_0_mk1). Go to Pwdr-
Model-0.1-master > Arduino > PwdrFirmware2_0_mk1
2. Under ‘Tools’, Highlight ‘Board’ and select the proper Arduino hardware model (Arduino Mega 2560 or Mega
ADK).
3. Under ‘Tools’, Highlight ‘Serial Port’ (if available) and select proper Serial Port. (Check in Window’s Device
Manager if needed).
4. Connect the Arduino hardware via USB cable to Computer.
5. Upload the code
6. Under ‘Tools’, select ‘Serial Monitor’ to check that the code was properly uploaded. If successful, one of two
possible messages will appear. You will see either ‘SD initialization failed’ or ‘Ready to Print’. The former means
that the SD card is not properly being read by the Arduino
7. Close Arduino software. You can leave the USB cable connected.
Starting a Print Job
1. Lubricate motor shafts and put powder into powder bin (closer to the electronics).
15. Page | 11
2. Reopen the Processing program ‘Pwdr_GUI_V0_3’ and run the program.
3. Click the USB symbol near the top left corner. Connect the proper serial port i.e COM4, COM3…
4. Click the third symbol in the top left corner to bring up the print control interface.
5. Connect power to the PWDR printer.
6. Jog the y-axis motor so the roller bar is either aligned or just behind (relative to the build bin) the center divide
between the build bin and powder bin.
7. Jog the x-axis to desired location. Centering the printer head is recommended.
8. In the printer interface, Click ‘reset position’.
9. Click ‘New layer’ to deposit a new layer of powder. Do this for several layers.
10. Click ‘Print file’.
Finishing and Clean-Up
1. After printing is complete, leave the printed object in the build bin to allow setting. Time will depend on
materials used.
2. Disconnect the power to the PWDR printer
3. By hand, move the print head along the x and y axes to the far corner away from the electronics and opposite
the y-axis motor.
4. Recover any unused powder.
16. Page | 12
Acid-Hydrolyzed Gel Test Results
Fresh Starch Gels
Overnight Starch Gels
Sample Set Peak
Values (N)
Highest
Peak Value
(N)
Average
Peak (N)
Avg. Peak w/
Lowest Value
Dropped (N)
Pop.
Standard
Deviation, σ
(N)
Pop.
Standard
Dev.,
Lowest
Value
Dropped
Unmodified 0.11597
0.24019
0.54578
.54578 .3006 .3930 .1806 .15280
.01 M 0.25823
0.3613
0.80147
.80147 .4737 .5814 .2356 .2201
.05 M 0.29085
0.16609
0.38264
.38264 .2799 .3367 .0887 .0459
.10 M 0.23695
0.29667
0.29878
.29878 .2775 .2977 .0287 .0011
Sample Set Peak Values
(N)
Highest
Peak Value
(N)
Average
Peak (N)
Avg. Peak
w/ Lowest
Value
Dropped (N)
Pop.
Standard
Deviation, σ
(N)
Pop.
Standard
Dev.,
Lowest
Value
Dropped
Unmodified 0.07356
0.37843
0.19472
.37843 .21557 .28658 .1253 .09186
.01 M 0.25862
0.11299
0.33678
.33678 .23613 .2977 .0927 .03908
.05 M 0.0824
0.16
0.4623
.4623 .2349 .3112 .1638 .15115
.10 M 0.31678
0.26114
0.18568
.31678 .2545 .2890 .0537 .02782
17. Page | 13
References, Articles, and Academic Papers
3D Printing
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Starch Gelatinization – Acid modification
[17] Bello-Pérez, Luis A. et al. "Effect of acid treatment on the physicochemical
and structural characteristics of starches from different botanical
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[26] Wuttisela et al. "Amylose/amylopectin Simple Determination In Acid
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Starch Gelatinization – Alkali Treatment
[27] Cameron, R.E, and S.A. Roberts. "The effects of concentration and sodium
hydroxide on the rheological properties of potato starch
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[28] Fazilah, A. et al. "Pasting and retrogradation properties of alkali-treated sago
(Metroxylon sagu) starch." Food Hydrocolloids: 1044-1053. Web.
Starch Gelatinization – Cellulose derivatives and other binders
[29] Donald, A.M., R.E. Cameron, and C.M. Sansom. "The interactions between
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[30] Nishinari, Katsuyoshi, and Kaoru Kohyama. "Cellulose Derivatives Effects on
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[31] Okoye, et al. "Comparative study of some mechanical and release properties
of paracetamol tablets formulated with cashew tree gun, povidone
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18. Page | 14
Starch Gelatinization – Fatty Acids
[32] Saxena, S.K, Narpinder Singh, and Jaspreet Singh. "Effect of fatty acids on the
rheological properties of corn and potato starch." Journal of Food
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Starch Gelatinization – Salts and Sugars
[33] Hong, Yan , Ling Zhu, and Zhengbiao Gu. "Effects of sugar, salt, and acid on
tapioca starch and tapioca starch-xanthan gum combinations." Starch -
Stärke 66: 436-443. Web.
[34] Shi, Lui et al. "Effect of salts on textural, color, and rheological properties of
potato starch gels." Starch - Stärke 66: 149-156. Web.
[35] Williams, Peter A., and Fasihuddin B. Amhad. "Effect of Salts on the
Gelatinization and Rheological Properties of Sago Starch." Journal of
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Starch Gelatinization – Misc.
[36] Lawal, O. "Composition, physicochemical properties and retrogradation
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cocoyam (Xanthosoma sagittifolium) starch." Food Chemistry: 205-
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[37] Xie, B.j et al. "Characters of rice starch gel modified by gellan, carrageenan,
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[45] Vallous, N.A., et al. “Performance of a double drum dryer for producing
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Starch Pregelatinization – Other
[46] Yan, Hong, and G.U. Zhengbiao. “Morphology of modified starches prepared
by different methods.” Food Research International 43: 767-772. Web.
Starch Cross-Linking
[47] Gui-Jie, Mao, et al. “Crosslinking of Corn Starch with Sodium
Trimetaphosphate in Solid State by Microwave Irradiation.” Journal of
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[48] Hirsch, Julie B., and Jozef L. Kokini. “Understanding the Mechanism of Cross-
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Pasting Properties of Cross-Linked Waxy Maize Starches.” Cereal
Chemistry 79: 102-107. Web.
[49] Kasemsuwan, T., et al. “Preparation of clear noodles with mixtures of tapioca
and high-amylose starches.” Carbohydrate Polymers 32: 301-312.
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hydroxypropylation levels on dual-modified sago starch properties.”
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Gelatin with Gellan Gum
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Gelatin with Glutaraldehyde
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19. Page | 15
Miscellaneous Resources
[I] Bush, Corey et al. “Powder-based 3D Printer fabrication to Create Synthetic Biological Tissue”. CPE 472 –Engineering
Design II. Miami Univeristy.
[II] "Pwdr." Pwdr - Open source powder-based rapid prototyping machine. University of Twente, n.d. Web. 5 Sept. 2013.
<http://pwdr.github.io/>.
[III] Creo Machines – <creo.io>
[IV] Sandbox 3D Printer - <sandbox3dp.com>