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1 Experimental study on mix proportion and fresh properties of fly ash based geopolymer for 3D concrete printing Biranchi Panda*, Ming Jen Tan Singapore Centre for 3D Printing, School of Mechanical & Aerospace Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798 *Corresponding author Email: [email protected] Abstract: This paper presents the material design and fresh properties of geopolymer mortar developed for 3D concrete printing application. Unlike traditional casting, in 3D printing, extruded materials are deposited layer-by-layer to build complex architectural and structural components without the need of any formwork and human intervention. Extrudability, shape retention, buildability and thixotropic open time (TOT) are identified as critical early-age properties to characterize the 3D printable geopolymer material. Five different mix designs of geopolymer are tested in a systematic experimental approach to obtain a best printable mix and later it is used to print a 60- centimeter-tall freeform structure using a concrete gantry printer to validate the formulation. Keywords: 3D Concrete Printing; Geopolymer; Rheology and Thixotropic ____________________________________________________________________________

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Experimental study on mix proportion and fresh properties of fly ash based

geopolymer for 3D concrete printing

Biranchi Panda*, Ming Jen Tan

Singapore Centre for 3D Printing, School of Mechanical & Aerospace Engineering, Nanyang

Technological University, 50 Nanyang Avenue, Singapore 639798

*Corresponding author Email: [email protected]

Abstract:

This paper presents the material design and fresh properties of geopolymer mortar developed for

3D concrete printing application. Unlike traditional casting, in 3D printing, extruded materials

are deposited layer-by-layer to build complex architectural and structural components without

the need of any formwork and human intervention. Extrudability, shape retention, buildability

and thixotropic open time (TOT) are identified as critical early-age properties to characterize the

3D printable geopolymer material. Five different mix designs of geopolymer are tested in a

systematic experimental approach to obtain a best printable mix and later it is used to print a 60-

centimeter-tall freeform structure using a concrete gantry printer to validate the formulation.

Keywords: 3D Concrete Printing; Geopolymer; Rheology and Thixotropic

____________________________________________________________________________

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1. Introduction

Concrete is the most commonly used construction material. Customarily, it is produced by using

Ordinary Portland Cement (OPC) as the binder but OPC's production is highly energy intensive

and releases massive amounts of carbon dioxide (CO2) into atmosphere [1]. In this regard, low-

CO2 binders are needed or alternatively new binders like geopolymer can be formulated by using

industries by-products such as fly ash, slag etc., instead of disposing them in an open

environment. Geopolymer cements has been widely accepted as green construction material for

its superior mechanical and durability properties compared to OPC [2-5]. The chemistry and

reaction mechanism was discovered in 1970 by Davidovits [6], which resulted from the

hydroxylation and poly-condensation of thermally activated kaolin (metakaolin) in an alkaline

solution. Since then, intensive academic research is going on in understanding the

geopolymerisation kinetics for variety of new materials (red mud, volcanic ash, bottom ash) and

their applications in industries like construction, petroleum, nuclear plants, marine and offshore

etc [7].

Like OPC, geopolymers are also used in the traditional casting process where it is placed into

formwork and then vibrated to fabricate building components. However, the development of

self-compacting concrete (SCC) has eliminated this vibration process and made the construction

process much easier, especially for high rise buildings application where it can be pumped up to

several hundred meters and placed uniformly in the formwork [8]. Considering typical costings

of a concrete structure, it has been found that the formwork can cost up to 50% of the total cost

followed by material (concrete) and reinforcement cost. Formwork assembly is purely a labour

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intensive process and sometimes it is very difficult to mould if the target design is complex

(freeform) in nature. A recent advance meet in the construction technology, known as, “3D

printing of concrete” has the potential to address these above challenges and more than that, it

can automate our building processes while minimizing the labour counts and material wastages

[9-12].

Concrete printing is an innovative construction process for fabricating concrete components

employing the additive manufacturing technique [13]. This method can be used to build complex

geometrical shapes without formwork, and thus has a unique advantage over conventional

construction methods. The potential benefits of this process include: (a) ability to optimize the

material distribution according to the need of application (b) ability to use of multi-material

according to strength requirements (c) freeform structure printing capability (d) print on demand

and (e) reduce material wastage [14,15].

The main challenge in the development of a printable mix is to have no-slump and self-

compaction concrete, which are two contradictory aims and this can be partially fulfilled

simultaneously. First of all, the material must be extrudable through an extruder head and able to

maintain its shape, once deposited over the printing bed. Secondly, the deposited layers should

not collapse under the load of subsequent layers and thirdly, a good bond strength between the

layers must be ensured for better hardened properties [16-18]. In principle, materials

(thixotropic) with high (static) yield stress and low viscosity, are suitable for concrete printing

application. But unlike OPC, geopolymer cement does not possess such behavior [34] and

therefore, in this paper, a systematic experimental approach is presented to obtain an optimum

mix design along with the most favorable printing criteria suitable for geopolymer 3D printing.

The proposed approach considers all the advantages and limitations of grout screw pump and a

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4-axis gantry concrete printer, used in this research, in ambient condition of 25-degree C and

45% relative humidity.

2. Materials and Experimental methods

The primary raw material used in this study was class F fly ash (FA) obtained from Hebei Baisite

Technology Co., Ltd (PR China). Ground granulated blast-furnace slag (GGBS), supplied by

Engro Ltd. (Singapore), was used together with FA in the preparation of geopolymer mixes. Un-

densified micro silica fume G940 (SF), purchased from Elkem Ltd. (Singapore), with a specific

surface area (SSA) of 15000-30000 m2/kg, was also included in the binder (FA+GGBS) to

increase the cohesiveness of the geopolymer paste. Table 1 shows the chemical composition of

the FA, GGBS and SF, obtained by X-ray fluorescence (XRF).

Table 1. Oxide composition of the FA, GGBS and SF

Component SiO2 Al2O3 CaO Fe2O3 MgO SO3 Others LOI

FA 49.15 39.35 2.94 3.48 0.39 1.17 1.88 1.64

GGBS 29.65 15.56 39.37 0.35 7.54 4.32 1.04 _

SF 98.37 0.19 0.35 0.08 0.15 0.19 _ _

Alkaline solutions, used as activator, were formulated by blending a commercial potassium

silicate solution (viscosity = 18 cP) with 24.32 wt.% SiO2, 18.71 wt.% Na2O, together with 45

wt.% NaOH solution, to reach the desired modulus (Ms = molar SiO2/Na2O ratio) of 1.8. Later,

fine river sand (maximum 2 mm particle size) was added to the geopolymer paste in different

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sand/binder ratios (1.1,1.3,1.5,1.7 and1.9) and uniformly blended for 1-2 minutes with slight

addition of tap water.

Figure 1 shows particle size grading curve of all the dry ingredients used in this research. The

sand content was increased from 1.1 to 1.9 by weight of binder in the Mix G1 to G5 whilst the

binder formulation was kept constant with 28-days compressive strength of 25 MPa (see Table

2).

Figure 1. Particle size distribution of the raw materials and mixes

Table 2. Mix proportions of the trial mixes

Material Mix proportions (Kg/m3)

G1 G2 G3 G4 G5

FA 671.65 635.21 602.53 573.04 546.30

GGBS 118.52 112.09 106.32 101.12 96.40

SF 65.84 62.27 59.07 56.18 53.55

Alkaline reagent 355.58 336.29 318.98 303.37 289.22

Water 65.84 62.27 59.07 56.18 53.55

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River sand 869.20 971.51 1063.29 1146.09 1221.16

Initially, all the five mixes were tested for extrudability to find right combination of grading and

paste content. Then the most suitable mix was further improved with addition of fiber (micro

glass fiber: 4 mm length) and highly-purified attapulgite clay (~ particle length = 1.75 mm and ~

particle diameter = 3 nm) for printing a 60 cm tall free form structure.

As suggested in [20], we have used shear strength of the material to characterize the early age

properties for 3D concrete printing application.

2.1 Extrudability

In concrete printing, extrudability can be defined as the material ability to be pumped out

smoothly through an extruder without any disruption/clogging in the pipe flow. As this

phenomenon is allied with fresh property of the material, many authors have characterized it

with respect to well-known Bingham parameters and other flow properties [21,22]. These studies

conclude that materials possessing very high (static) yield stress are difficult to extrude and may

result discontinuities during the extrusion process [23-25], which is also subjected to the type of

pump used for it.

Literature reveals particle size, gradation, surface area, paste/aggregate volume etc. governs yield

stress and viscosity of the material which can be linked to flow properties inside any pipe or

complex shaped channel [26,27]. Though, some standard tests such as flow table test and drop

test [28] have been previously used by the researchers to quantify the flow behavior, in this

research, the data obtained from rheometer was used to study the extrudability of our custom-

made geopolymer mortar developed for 3D printing application. Five different mixes (shown in

Table 1) were tested using Anton Par MCR 102 rotational rheometer as discussed in [29] and

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their respective Bingham parameters were recorded. Later, these mixes were extruded out by a

screw pump to co-relate the rheology data for a favorable extrusion criterion. The vane geometry

and rheometer set up, used in this paper, is shown in figure 2.

Figure 2. Rheometer used for material fresh property testing (left) and its vane geometry (right)

2.2 Shape retention

Like extrudability, shape retention is also a crucial factor for 3D concrete printing. After

extruding, the material must retain its shape as per the extruder dimension and it can be

quantified by a dimensionless number called shape retention factor (SRF) which is

SRF =

To obtain high SRF, material must possess low slump characteristics i.e high yield stress so that

it will be remain stable under its own weight. Of course, high yield stress can result in high SRF,

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however the stress factor should not cross a certain value, so that it cannot be extrudable. In this

paper, we used only the extrudable mixes to check SRF after extruding out by the screw pump.

2.3 Thixotropy Open Time (TOT)

Thixotropy open time (TOT), often confused with setting time of the material, can be defined as

the time interval beyond which material losses its extrudability property and for extrusion-based

concrete printing, it is always earlier than the usual setting (initial) time of the material. In

geopolymer chemistry due to the poly-condensation process, material hardens over time and

simultaneously causes problem in pumping, leading to discontinuity in the pipe flow. Therefore,

it is necessary to tune the TOT of the material according to total printing time and 3D printer

capabilities.

In this paper, instead of adding an accelerator/retarder, we replaced 5, 10 and 15% FA with

GGBS to vary the TOT, and it was captured by change of the yield stress over time for the

selected mix that was extrudable and had good shape retention property. Flow curve test was

adopted to measure the yield stress of the material until the mix was workable. For this test, we

mixed 24 liters geopolymer mortar, for three different slag percentages (8 liter each) and each

time tested 0.5-liter material (as per the capacity of rheometer cup) for ten minutes’ time interval

setting. The obtained results were discussed in section 3.3.

2.4 Buildability

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In 3D concrete printing, buildability is a challenging issue and to overcome it, the freshly

deposited material (after extrusion) must recover its original viscosity and yield stress before the

second layer start falling over it. Since the geopolymer mix behaves like a shear thinning

material, the apparent viscosity usually drops during the pumping process, but its recovery is not

fast enough to hold another layer on top of it. Therefore, in this research, some attapulgite clay

was added to a selected mix (G3) and its recovery behavior was measured from rheology results

by mimicking the 3D printing process [30]. The whole test was consisted of three steps. At Step

I, a shear rate of 0.1 s-1

was applied for 60 seconds. This step simulated the initial state of a

geopolymer before printing. At Step II, the shear rate was increased to 100 s-1

and held for 30

seconds. This step simulated the condition for a geopolymer under a certain shear rate during the

printing process. At Step III, the shear rate was reduced to 0.1 s-1

and held for 60 seconds to

simulate a condition similar to the final state of the geopolymer after printing.

Additionally, Plate stacking test was also conducted by adding incremental load (0.1N/sec) on

the clay modified geopolymer mix to simulate the buildability of our final mix. Some micro

fibers are also added at this stage to further improve the buildability properties. We used Instron

5969 universal testing machine to apply the pre-calculated load while considering weight of

single layer of material and time gap between the layers. The test was continued until the

deformation value exceeds 6 mm for the given input settings. Obtained results were later

discussed in the result and discussion section.

A systematic flow chart of aforementioned methods for laboratory testing 3D printable concrete

is shown in figure 3.

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Figure 3. Flow chart of experimental methods for 3D printable material

3. Result and Discussion

3.1 Extrudability

The extrudability of the mixes were found to be significantly affected by the incremental

addition of sand from 1.1 to 1.9 ratio. Geopolymer mix G5 and G4 were not at all extrudable and

caused clogging at the outlet due to high static yield stress (see figure 4) of the material, and

even the addition of extra water did improve the mix. The materials were segregated by the high

shearing force in the pump and hence, 1.9 and 1.7 sand/binder ratio seem to be too high for

geopolymer extrusion for the said volume of binder. Mix G3 and G2 were easily extrudable

continuously and therefore, G1 mix was not tried for the extrudability test.

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Figure 4. Plot of torque versus rotation speed of the geopolymer mixes

Figure 5. Static yield stresses of the geopolymer mixes

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Considering yield stress of the mix designs, it is clear from figure 5 that, the materials having

high static yield stress (i.e. G5 and G4), are difficult to extrude as they need high pumping

pressure to initiate the flow which was not possible using our screw pump setup. In the same

line, it should not be misunderstood that high static yield stress material always causes problem

in the extrusion since the presence of thixotropic material in cement science contradicts this

behavior by having high yield stress at rest and low viscosity when flowing under shear force or

any applied pressure [31,32]. Unlikely, here (for G5 and G4) the cause of yield stress increment

was due to gradual addition of sand to a fixed amount of binder, which in turn created more

interlocking and particle friction and ultimately clogged the hose pipe. It was found that for

higher sand/binder ratio, some commercially available rheometers are not able to provide

enough torque for viscosity measurement and in some cases, the vane itself rotates in the center

creating so called “plug”. Therefore, it should be subject of research before accepting these

rheological parameters that may not provide true material properties for high viscous materials.

Based on the experimental finding, 0.6 to 1.0 KPa yield stress was found to be a favorable range

for smooth extrusion of geopolymer mortar and G3 was selected as the most suitable mix within

this range.

3.2 Shape retention

Shape retention, as defined by, SRF was only measured for extrudable G3, G2 and G1 mix

designs. SRFs were found to be proportional to the yield stress that allows the material to retain

its shape under own weight. Figure 6 shows co-relation between yield stress and SRF of the three

mixes and it is very clear from the trend that higher yield strength mixes possess better shape

stability and less deformation in the slump test.

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Figure 6. Relationship between shape retention factor (SRF) and yield stress

of the extrudable mixes

Out of the three mixes (G3, G2 and G1), G3 was found to have highest SRF, but its yield stress

may not be enough to carry additional 60 layers according to our 60 cm tall digital model

(Section 4) and hence, we have added some clay and micro fibers to this mix and improved the

G3 property later in the buildability section.

3.3 Thixotropy Open Time (TOT)

Thixotropic open time (TOT) was measured for different GGBS percentages while replacing FA

content in G3 mix. It has been found by other researchers that an increase in GGBS content

usually decreases the setting time of the geopolymer cement [33]. In this research, a similar trend

was also observed for increasing slag percentage from 5 to 15. Figure 7 shows the increasing

yield stress with time, which directly affects workability of the material for our extrusion

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process. Comparing the effects of GGBS slag, it is clear that, for higher content of slag, the

geopolymer mortar quickly jumps to its setting zone and thus cannot be used for long time

during 3D printing. Alternatively, less amount of slag seems to be a better option, if batch

mixing is used for printing.

Figure 7. Variation of thixotropic open time (TOT) with GGBS percentages (Number preceding

G3 indicates percentage of slag in G3 mix)

These results are useful in a sense that if the target printing time is around 15-20 minutes, high

percentage of slag can be considered for better buildability. The secret of concrete printing lies in

having a thixotropic material with an open time of 10-15 minutes where it is possible deposit few

layers and then it can start to harden for holding the subsequent layers. Of course, for such

process, we require a continuous mixer where material is mixed and pumped out immediately,

without any resting like in case of batch mixing. In summary, considering the effect of TOT,

material can be always pre-designed to fit total printing time and complexity of the printed part.

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3.4 Buildability

In concrete printing, a material is most beneficial, when it can quickly recover its original

viscosity after the extrusion process and depending upon the printing time, it can accelerate its

stiffening rate (structuration rate), before the subsequent layers are loaded on it. Since the G3

mix passed our previous tests, in this section, we will investigate and improve the buildability of

G3 mix for large scale 3D printing application.

Figure 8 shows the recovery behavior of G3 mix and it was seen that, though the G3 mix has

initially high viscosity at rest, but after extrusion, the viscosity recovery is only 20%. We have

found this typical behavior during printing that can well extrude through a hose pipe however the

shearing action of extrusion process made the material shear thickening and the initial yield

stress diminished (see figure 9). The practical impact of such behavior is not at all suitable for

the printing application because it will not maintain its shape, and pumping pressure will

increase with increase in applied shear rate.

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Figure 8. Thixotropy recovery of G3 and modified G3 (G3’) geopolymer

Figure 9. Rheology of G3 Mix before and after the extrusion

A few publications on rheology of geopolymer [34], mentioned that unlike regular cement,

geopolymer does not have colloidal interaction (thixotropy effect) which provides initial yield

stress because of van der-waals force in the fresh stage of material. Instead they observed,

hydrodynamic effect present in the material due to the highly viscous nature of potassium silicate

reagent. Therefore, to improve this thixotropic property, it desirable to induce some colloidal

interaction by addition of nano-clay (attapulgite), compactible with the geopolymer system.

G3’ is our new modified G3 mix that is obtained by addition of 1.2% clay (dosages

recommended by the supplier) and its recovery behavior is also shown in figure 8. Comparing

with original G3, it has better viscosity recovery property and high yield stress when material

was at rest i.e before and after the extrusion scenario. During extrusion, viscosity went down to

30-40 Pa.s, like the G3 mix which is well extrudable without any discontinuity and clogging

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issue though it has high static yield stress. This can be explained by adhering the core concept of

thixotropic material that is defined by having high yield stress material at rest but low viscosity

under applied pressure or shear force. A higher percentage of this clay was not tried in this

research considering high cost of raw material.

It is interesting to take a note that the yield stress value after the addition of clay to G3 mix

increased (see figure 9) beyond our defined limit of extrusion (i. e 1.0 KPa), however it did not

cause any problem like clogging, discontinuity etc. This is not surprising as the yield stress of

G3’ is caused by thixotropy effect (physical interaction) which can easily break down by the

pump pressure during the extrusion process. Therefore, this thixotropy effect cannot be counted

in the yield stress limit that was defined by considering increment in volumes of solid particles

(sand) in the trail mixes.

To reduce shrinkage and deformation in the plastic state, we added the fiber to G3’ mix at a very

low percentage (0.25%) and renamed to G3”. The rheology performance of all three G3 derived

mix is shown in figure 10.

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Figure 10. Compassion of rheology between G3 and modified G3’, G3” mix

As mentioned in the methodology section, we conducted plate stacking test on the modified G3”

mix to simulate the printing activity and the obtained results are plotted in below figure 11. It

was noted that for the incremental loading of 0.06N/sec on a 50-mm(H) cylindrical block (Figure

11(a)), the initial deformation was increasing rapidly for few seconds and then it slowed down

because of strength gain in the material during setting phenomena (figure 11(c). We simulate this

loading test for 30 minutes of printing time and the final deformation was captured as less than 4

mm. A recent study by Wolfs et al. [35] has numerically modelled this buildability property

considering early age compression and shear properties of the fresh concrete.

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Figure 11. Plate stacking test (a) experimental set up (b) Input setting

(c) deformation vs time plot

4. 3D Printing of a full-scale freeform model

The results of the above laboratory tests provide us an empirical evidence of the fresh

geopolymer properties necessary for 3D concrete printing application. However, production of a

full-size component is essential to demonstrate if the proposed criteria and mix design are

suitable in practice. To achieve this, a freeform open 3D structure was printed using the optimum

mix G3”.

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Figure 12. Freeform geopolymer 3D printing (a) CAD model (b) actual printed model

(c) model being printed (d) Top view of the model

Figure 12 shows both the CAD and actual model of the component that is printed using a 4-axis

gantry concrete printer. The height(H) and width (W) was 60 and 35cm respectively and

comprised of 10 mm thickness 60 layers. This design was deliberately architectural to show the

possibility of using fly ash based geopolymer for concrete printing application. The total printing

time for this component was less than 20 minutes with a printing speed of 80mm/sec and

flowrate of 0.5 l/min.

5. Conclusion

In this study, a novel 3D printable geopolymer mortar has been developed, which can be used for

printing non-structural building components directly from digital models without the need of any

formwork. Critical fresh properties of the printable geopolymer such as extrudability, shape

retention, buildability and open time were measured with systematic experimental methods and

their workable ranges have been identified. This testing sequence can also be applied to other

construction materials, as it mainly focuses on properties of printed layers for an extrusion-based

3D printing technique. Finally, as a word of caution before generalizing the results of the present

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study, it is important to note that the suitability of the proposed definition and test methods to

characterize printable geopolymer at fresh stage are strongly dependent on the chemical

composition of the mixture and equipment used to measure the properties. Any change in either

of these may result in different conclusions and accordingly, material limit can be benchmarked

for concrete printing application.

Acknowledgement

The authors would like to acknowledge Sembcorp Architects & Engineers Pte Ltd and National

Research Foundation (NRF), Singapore for their funding and support in this research project.

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