Automation in Construction 165 (2024) 105571 Contents lists available at ScienceDirect Automation in Construction journal homepage: www.elsevier.com/locate/autcon 3D printed sulfur-regolith concrete performance evaluation for waterless extraterrestrial robotic construction Ilerioluwa Giwa a , Mary Dempsey b , Michael Fiske c , Ali Kazemian a, d, * a Bert S Turner Department of Construction Management, Louisiana State University, Baton Rouge, LA 70803, United States of America Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, United States of America c Advanced Materials & Manufacturing, Jacobs Space Exploration Group, Huntsville, Alabama, AL 35806, United States of America d Division of Electrical and Computer Engineering, Louisiana State University, Baton Rouge, LA 70803, United States of America b A R T I C L E I N F O A B S T R A C T Keywords: Planetary robotic construction Sulfur-regolith concrete Sulfur concrete Construction 3D printing Martian regolith Vacuum conditions By leveraging the capabilities of construction 3D printing, building structures in harsh extraterrestrial envi­ ronments is conceivable. Sulfur concrete is a waterless construction material that offers great potential to replace Portland cement concrete (PCC) in extraterrestrial construction. The shape stability of 3D printed Martian sulfurregolith concrete (SRC) was found to benefit from a lower substrate layer temperature. However, this comes at the cost of flexural strength, resulting in up to 53% strength loss. The printed SRC specimens demonstrated a significantly faster strength development rate (gaining about 85% of the ultimate strength after only 12 h) compared to the printed PCC. The printed SRC specimens also outperformed the PCC specimens in vacuum conditions at higher temperatures. Furthermore, modifying the SRC materials with Dicyclopentadiene resulted in up to 44% strength increase and minimized the sublimation rate of the printed specimens in vacuum, especially at an elevated temperature. 1. Introduction The possibility of a multi-planetary future for humanity has become more conceivable following significant investments, advancements, and innovations in the aerospace sector. NASA’s Artemis program aims to land astronauts on the Moon in the next few years to establish a sus­ tained human presence and to enable a variety of scientific activities on the Lunar surface [1]. These missions will also serve as a precursor and test bed for technologies that will be used to support missions to Mars. However, micrometeoroid bombardments, ionizing radiation, dusty terrains, and extreme temperatures pose high risks to the safety of as­ tronauts who will live and work in the challenging space environment. To promote successful exploration efforts and enable a long-term pres­ ence on the Moon and Mars, supporting infrastructure such as landing and launch pads, habitats, hangers, research labs, and protective shields are needed to protect humans and exploratory technological assets in the harsh Lunar and Martian environments [2–4]. Given these inhospi­ table conditions and the limited available human workforce, conven­ tional construction methods that rely on manual efforts cannot be adopted for extraterrestrial construction. Furthermore, the limited mo­ tion capabilities of suited astronauts on the Moon is another important consideration highlighting the necessity of Lunar construction automa­ tion. Taking into account these constraints, extrusion-based Construc­ tion 3D Printing (C3DP) holds significant potential for construction in such harsh and perilous conditions, owing to its robotic and autonomous capabilities [5,6]. In the past decade on Earth, extrusion-based C3DP has attracted significant attention in the construction industry as a promising robotic technology for realizing freeform structures [7–15]. Complex structures can be built efficiently using C3DP robots by avoiding the use of form­ works, thereby accruing significant cost savings, accelerating the con­ struction process, increasing job site safety, minimizing waste, and reducing environmental impacts [7]. While C3DP was originally conceived for constructing buildings and other infrastructure on Earth, NASA has been considering this technology for off-world construction. To explore the possibilities with C3DP, NASA organized a “3D Printed Habitat Challenge” in 2015–2019, during which a total of $5 M was awarded to the teams with solutions for planetary C3DP, with a focus on designing and building shelters utilizing in-situ resources on Mars [16]. In particular, the viability of this robotic technology was demonstrated by the construction of 1/3-scale habitats during this challenge. In another effort, a 1700 square-foot habitat (Mars Dune Alpha) was 3D * Corresponding author at: Bert S Turner Department of Construction Management, Louisiana State University, Baton Rouge, LA 70803, United States of America. E-mail address: kazemian1@lsu.edu (A. Kazemian). https://doi.org/10.1016/j.autcon.2024.105571 Received 18 October 2023; Received in revised form 9 June 2024; Accepted 14 June 2024 Available online 18 June 2024 0926-5805/© 2024 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies. I. Giwa et al. Automation in Construction 165 (2024) 105571 printed at NASA Johnson Space Center in 2020 using cementitious materials to simulate a Mars habitat that will enable research studies on crews living in the simulated habitat for one-year missions [17]. These major efforts highlight the anticipated important role of C3DP as a ro­ botic planetary construction technology in future NASA missions. To realize an efficient planetary C3DP process, in-situ resources on the Moon and Mars must be used as printing materials to avoid the prohibitive cost and risks of transporting construction materials from Earth, which will also considerably reduce the launch mass of the space vehicle [18]. Due to the relatively low cost and availability of Portland cement concrete (PCC) on Earth, it is by far the most commonly used material for traditional construction and C3DP. Beyond Earth, hydraulic cement-based concrete remains a possible choice of material for space construction due to the evidence of water on the Moon and Mars. In 2009, the presence of a significant amount of ice water (5.6% of disturbed regolith mass that reached sunlight) was estimated by the Lunar Crater Observation and Sensing Satellite (LCROSS) in the permanently shadowed regions near the Lunar poles [19,20]. However, the ingredients needed to produce PCC on the Moon and Mars are complex to obtain [21]. Furthermore, PCC and other alternative Lunar and Martian binder-based concretes such as Calcium Sulfo-Aluminate (CSA) and Magnesium Oxy-Sulfate (MOS) require a significant amount of water in their production that could otherwise be used for life support or other exploration activities [22,23]. Sulfur concrete (SC), on the other hand, is a waterless alternative material that seems to be well-suited for planetary construction. Data collected from remote sensing missions and returned soil samples from the Moon and Mars to date have verified the presence of sulfur mineral – commonly in the form of troilite mineral (Fe–S) [24–26]. The elemental sulfur, which serves as the binder in the sulfur concrete composite, could be extracted from the sulfate/sulfide mineral deposits in the Martian or Lunar surface using in-situ resource utilization (ISRU) technologies [24]. On Earth, sulfur concrete has shown promising properties such as superior mechanical strength compared to conventional concrete [27]. Considering its unique prop­ erties and the feasibility of its production on the Moon and Mars using in-situ resources, sulfur concrete is considered a possible choice of ma­ terial for extraterrestrial construction. In the existing literature, the properties of sulfur concrete intended for terrestrial and extraterrestrial construction have only been studied by testing mold-cast specimens. To the best of the authors’ knowledge, only one study (conducted in 2016 by Khoshnevis et al. [28]) has explored the extrusion of sulfur concrete. These researchers studied the effects of mixture composition and melting temperature on the proper­ ties and deformations of printed sulfur concrete made with natural sand. Therefore, there is very limited knowledge of the performance of 3D printed sulfur concrete, and there is no information available in the existing literature on the properties of 3D printed sulfur-regolith con­ crete (SRC) made with high-fidelity regolith simulants. The main goal of this study is to characterize the fresh-state properties, mechanical properties, and microstructure of 3D printed SRC specimens intended for extraterrestrial construction. To assess the suitability of SRC as a resilient and sustainable construction material, the impact of modifying SRC with Dicyclopentadiene (DCPD) and the recyclability prospect of printed SRC specimens was explored. Furthermore, the behavior and performance of 3D printed SRC in comparison to its PCC counterpart were studied in space-representative conditions (under vacuum condi­ tions at different temperatures). The findings from this study will pro­ vide insights into the feasibility of extrusion-based C3DP using sulfurregolith concrete as a viable technology for space construction and to support NASA’s missions in the near future. desulfurizing crude oil and gas was found in construction as well. Early studies investigating the properties of sulfur concrete have demon­ strated that sulfur concrete has unique properties such as superior me­ chanical strength, rapid hardening, and resilience in acidic or saline environments [27,29–31]. As such, sulfur concrete has been extensively used in the production of corrosion-resistant sewer pipes, roadblocks and sidewalks, foundations, railway ties and sleepers, bridge decks, and acid or sewage tanks [32]. Sulfur used in construction applications is typically modified with organic or inorganic additives such as bitumen, styrene, or dicyclopentadiene (DCPD). The purpose of modifying the sulfur binder is to enhance the properties and durability of the sulfur concrete material by primarily preventing the inherent crystallization of sulfur crystals [27]. The S8 sulfur exists in three main polymorphs (orthorhombic (α) sulfur, monoclinic (β) sulfur, and plastic (γ) sulfur). These polymorphs show different properties such as color, density, melting point, and stability, and undergo allotropic transformation at different temperatures. The α- sulfur is the most stable allotrope at ambient conditions and is obtained by cooling molten sulfur below 96 ◦ C. The α‑sulfur consists of puckered rings of eight sulfur atoms ar­ ranged in a rhombic lattice. The β ‑sulfur is characterized by needle-like crystals and is found to be only stable between 96 ◦ C and its melting point (119 ◦ C). The γ‑sulfur which has a helical structure consists of various intramolecular allotropes and is obtained by rapidly cooling liquid sulfur melted above 150 ◦ C. The γ‑sulfur is the densest and least stable of the three allotropes. In the context of sulfur concrete, when pure sulfur concrete is rapidly quenched from a melting temperature above 159 ◦ C during production, it mainly consists of an equilibrium mixture of metastable polymeric (μ) sulfur (possessing long molecular chains) and cycloocta‑sulfur that acts as the plasticizer [33,34]. Within a few hours, the polymeric sulfur concrete which possesses plastic prop­ erties becomes brittle as it rapidly depolymerizes into the orthorhombic species when cooled at ambient conditions [35]. On the other hand, at temperatures below 159 ◦ C, the sulfur concrete principally contains cycloocta sulfur species that rapidly solidify and crystallize into the metastable monoclinic (β) species. It then rapidly transforms into a composite that contains the denser orthorhombic (α) species at tem­ peratures below 96 ◦ C [34,36]. As a result of the allotropic trans­ formation of the sulfur crystals between the different polymorphs, there is a volumetric change (~7% decrease in volume) as the sulfur crystal­ lizes from the monoclinic to the denser orthorhombic polymorph [27,37]. As such, shrinkage and internal stresses can occur within the composite and lead to the formation of cracks and defects that can significantly affect the strength and durability. Hence, to address this issue, chemical modifiers have been proposed and tested to plasticize sulfur by cross-linking the sulfur bi-radicals with some organic co­ monomers at either low or high (termed inverse vulcanization) reaction temperatures [34]. Although the modification of sulfur using such organic additives can improve the structural properties and durability, the modifiers (such as DCPD) are expensive and emit an offensive odor [38]. 2.1. Properties of sulfur concrete for terrestrial applications An important aspect of sulfur concrete production is its workability and fresh-state properties, which have not been investigated extensively. Gwon et al. explored the rheological properties (yield stress and plastic viscosity) of the DCDP-modified sulfur composite. These researchers reported a considerable increase in these rheological properties as the temperature was raised from 120 ◦ C to 140 ◦ C, and when a larger amount of micro-fillers (a blend of Portland cement and fly ash) were added to the composite [39]. In the only published study on the prop­ erties of 3D-printed sulfur concrete, Khoshnevis et al. reported that the printing temperature (140 ◦ C and 150 ◦ C) and sulfur content (30% and 35% by weight) are two critical parameters that impact the fresh properties, printability, and microstructure of printed sulfur concrete [28]. The researchers revealed that extruding sulfur concrete at 150 ◦ C 2. Background Since prehistoric times, sulfur has been a commonly used commodity in medicine, textiles, metalwork, and military hardware. Following World War I, the alternative use of sulfur obtained as a byproduct of 2 I. Giwa et al. Automation in Construction 165 (2024) 105571 yielded a notable improvement in pore distribution throughout the sample compared to at 140 ◦ C. Additionally, higher sulfur content (35%) resulted in a reduced layer quality when compared to layers extruded at a lower sulfur content (30%). Similarly, previous studies have explored the mechanical properties of mold-cast sulfur concrete made with nat­ ural mineral aggregates. Gregor and Hackl revealed that the aggregate particle size distribution and aggregate type (angular or spherical) have significant impacts on the mechanical strength of unmodified sulfur concrete [40]. Furthermore, the same study reported that the compressive and flexural strength was increased by 51% and 33%, respectively, when the sulfur binder was modified with DCPD (3% of sulfur weight). Dugarte et al. considered the effect of sulfur content (20–50% by weight) on the mechanical properties of DCPD-modified sulfur concrete (5% DCPD loading). These researchers found that the maximum compressive strength (27 MPa) was achieved at 30% sulfur content, and 73% of the ultimate strength was attained within the first 24 h [41]. Regarding the reusability of sulfur concrete, Gulzar et al. reported a 30% improvement in the compressive strength of sulfur polymer concrete when it was remelted, remixed, and remolded after 48 h. However, a drastic reduction in strength was reported on the second attempt at recycling the material, mainly due to the loss of the sulfur binder [42]. well understood. Therefore, the properties and performance of DCPDmodified SRC are also investigated in this study under representative space conditions. Based on the extensive literature presented, most of these studies have only investigated the performance of mold-cast sulfur concrete in the context of terrestrial and extraterrestrial applications. However, since no study has focused on the evaluation of 3D printed sulfur con­ crete, there is a knowledge gap on the behavior and properties of additively manufactured sulfur concrete for earth and beyond. 3. Methodology The primary objective of this study is to investigate the fresh and hardened state properties of 3D printed SRC materials. Furthermore, the performance of the printed SRC specimens was compared to the per­ formance of similarly printed PCC specimens under near-vacuum con­ ditions and temperature variations. The conventional properties of the printing mixtures were first characterized by studying the fresh prop­ erties and the mechanical strength of mold-cast specimens. Next, the printability of the sulfur-regolith mixtures was studied by evaluating the effects of the two main printing process parameters, namely, printing temperature and interlayer time gap, on the shape stability of the SRC extrudates. Two levels of printing temperature (PT) - 130 ◦ C and 150 ◦ C [±5 ◦ C] - and three levels of the interlayer time gaps (I) - 45 s, 120 s, and 180 s - were selected. These parameters are selected given the impact of temperature on the rheology (viscosity) of sulfur. Hence, the tempera­ ture levels were selected to remain above the melting point of sulfur (about 120 ◦ C) but below the ring-opening polymerization (ROP) floor temperature of sulfur (where the properties of sulfur concrete such as the viscosity drastically change and may become too stiff to extrude). Furthermore, since the deposited material temperature will change with time, it is also important to understand how the layer temperature (given by the interlayer time gap) could affect the buildability and interlayer bond strength. The interlayer delay values were selected to account for the rapid solidification of sulfur at room temperature. Additionally, the layer cooling process was accelerated by using an air circulation fan to ensure uniform heat loss across the printed specimens during the interlayer delay period. The accelerated cooling was only performed during the extended interlayer time delay periods beyond 45 s. Consequently, the effects of these process parameters on the shape stability and mechanical properties were studied, resulting in the se­ lection of the optimal parameters used for the next round of testing. In addition, the effect of DCPD modification and recyclability of SRC were also studied. 2.2. Properties of sulfur concrete for extraterrestrial applications Considering the favorable properties of sulfur concrete in terrestrial applications, it also has great potential for planetary construction in locations where the surface temperature is safely below temperatures at which sulfur can become unstable (>110 ◦ C). For example, sulfur con­ crete can be used in the permanently shadowed region (PSR) of the Moon, where the surface temperature can be as low as -180 ◦ C, or in most locations on Mars where the maximum daily temperature is about 20 ◦ C [22]. In several efforts to assess the suitability of sulfur concrete for planetary applications, previous research studies have reported the performance of mold-cast sulfur-regolith concrete made with Lunar and Martian regolith simulants. Omar et al. (1993) reported compressive and tensile strength values of 34 MPa and 4 MPa, respectively, for SRC materials made with JSC-1 Lunar simulant and an optimum sulfur content of 35% [43]. Wan et al. reported superior compressive strength performance of SRC made with JSC-1A regolith simulant (>50 MPa at 50% sulfur content) compared to sulfur concrete made with natural sand (25–28.3 MPa at 15–35% sulfur content) [44]. A study by Toutanji et al. reported that the compressive strength of JSC-1 Lunar sulfur-regolith concrete made with 35% sulfur content was about 28% higher than JSC-1 Lunar Portland cement concrete with a 0.42 water-to-cement ratio [45]. Grugel et al. also found that the average compressive strength of the samples exposed to Lunar temperature cycles (− 191 ◦ C and 20 ◦ C in 80 cycles) was five times lower than the control samples (unexposed) due to the weakened bonding between the sulfur and aggregate particles [46]. A primary concern with using sulfur concrete for planetary con­ struction is sulfur sublimation under vacuum conditions. Due to weak intermolecular forces, sulfur can sublimate at temperatures and pres­ sures below its relatively low triple point, resulting in the transitioning of solid sulfur molecules with higher vapor pressure directly to gas [47–49]. Based on numerical models and experimental data collected at a vacuum pressure of 5 × 10− 7 Torr at room temperature for 60 days, Grugel and Toutanji estimated a time duration of 6.5 years and 4.4 years for 10 mm thick sulfur concrete specimens made with 30% and 43% sulfur content to sublimate, respectively [47]. Rahim et al. also reported up to 48% reduction in the compressive strength of the unmodified Martian SRC cured in NaOH solution for up to 7 days [50]. This finding reveals some potential durability concerns for unmodified sulfur con­ crete considering the basic nature of Martian soils. Currently, there is limited data available on the sulfur crystallization process under nonstandard atmospheric and environmental conditions in space, and the performance of SRC intended for space construction in this context is not 3.1. Materials and mixture proportions In this study, the SRC materials were prepared using a commercially available elemental sulfur powder (99.9% purity) as the binder, and Mars Global Simulant (MGS-1) as the fine aggregate. MGS-1 is a highfidelity analog that is representative of the basaltic soil found on the Martian Gale Crater (manufactured by Exolith Lab) [51]. The specific gravity and mean particle size of the regolith simulant were determined to be 3.085 g/cm3 and 90 μm, respectively. Table 1 presents the chemical composition of the MGS-1 regolith simulant. Based on pre­ liminary trials, a sulfur content of 33% (by weight) was selected to develop printing materials with the MGS-1 regolith simulant. Per ACI 548.2R, the unmodified mixture was prepared by first melting the sulfur powder at the designed testing temperature and preheating the regolith simulant to ~170 ◦ C in the oven for 2 h [52]. The heated ingredients were then mixed for two minutes in a three-stage mixing sequence (Fig. 1). Each mixing stage is followed by placing the mixture in the oven at the testing temperature for three minutes. A total mixing duration of 15 min was adopted for each batch. The modified SRC mixtures (MSRC) were prepared by using 10% DCPD (% sulfur weight) to modify the sulfur before the regolith simulant addition. The DCPD (supplied by 3 I. Giwa et al. Automation in Construction 165 (2024) 105571 Table 1 Chemical composition of the MGS-1 regolith simulant [51]. Oxides Si02 Ti02 Al203 FeO MnO MgO CaO Na2O K2O P2O5 LOI Wt. (%) 42.9 0.6 12.8 11.2 0.1 14.6 7.4 1.5 0.6 0.1 5.5 Fig. 1. Plain and modified SRC preparation process. Millipore Sigma) was mixed with molten sulfur at 140 ◦ C under a fume extraction system, and continuously stirred for 2 h. The modified sulfur is then mixed with the preheated regolith following the three-stage mixing sequence described for the unmodified mixture. To evaluate the performance of the SRC in comparison to conventional concrete, PCC samples were also 3D printed and tested. The PCC mixtures were prepared using Type I/II Portland cement (ASTM C150) as the binder and silica sand (maximum particle size of 1 mm) as the fine aggregate. A commercially available limestone (LS) powder – HuberCrete Preferred grade - with an average particle size of 6 μm and specific gravity of 2.7 g/cm3 was used to replace the cement (15% cement replacement) in the matrix to reduce the cement content. A water/binder ratio of 0.40 was selected and a high-range water-reducing admixture (HRWRA) - ADVA CAST 585 - was used to achieve the required flowability for a successful print. The cement, sand, and LS powder were first dry mixed for 3 min before water and the necessary amount of HRWRA was added and mixed for an additional 7 min. Both printing materials (SRC and PCC) were designed to have similar binder volumes. Hence, the total volume of the molten sulfur in the SRC mixture as well as the binder paste of the PCC (consisting of Portland cement, LS, and water) was maintained at 0.42 m3/m3. The SRC and PCC mixture proportions are presented in Table 2. were printed using a printing system designated for cementitious ma­ terials. The PCC printing system has a build envelope of 2.1 m (length) × 0.9 m (height) and a closed-loop extrusion system (Fig. 2b). Both printing systems use a rectangular nozzle with 40 mm (width) by 20 mm (height) dimensions and side trowels to improve the surface quality of the extrudate. The printing process for the SRC and PCC materials was carried out at a constant printing speed of 5 mm/s and 40 mm/s, respectively, while the extrusion rate was adjusted in both cases to achieve the desired layer dimensions. Considering the differences in the printing systems used for both printing materials, the optimal print parameters were selected based on the preliminary investigations. For both experiment groups, the printing materials were first prepared and mixed (SRC or PCC), and then were manually fed into the extrusion system (after reaching the printing temperature in the case of SRC). A fume extraction system as well as personal protective equipment were also utilized during the high temperature printing experiments. 3.3. Fresh-state properties and shape stability tests The conventional properties of the SRC and PCC were evaluated by measuring the wet density, and flowability. The flowability of the mixtures was measured using a flow table per ASTM C1437 and a slump test using a mini-slump cone (half the standard slump cone size described in ASTM C143). To prevent the material from rapid solidifi­ cation upon contact, the testing procedure for the SRC was modified by heating the surface of the flow table, flow mold, and mini-slump cone to 120 ± 10 ◦ C before starting each experiment. In the flow table test, the material was placed inside the mold and the table was jolted 15 times in 10 s. The spread diameter of the material following the flow table test and the slump in height following the mini-slump test were measured accordingly. To assess the printability of the SRC mixtures, a shape stability test similar to the test proposed by [53] was adopted to study the effect of the printing process on the ability of the unmodified SRC mixture to support its weight and the weight of the successive layers (Fig. 3a). The shape stability test involves printing a two-layer specimen 3.2. Printing systems Two custom-made extrusion-based printing systems were used in this study for the SRC and PCC materials. The SRC specimens were printed using a gantry-type printing system developed for high-temperature materials (Fig. 2a). The printing system has a build envelope of 1.2 m (length) × 0.3 m (height), and the printhead was implemented with a close-loop heating control mechanism. Thermocouples connected to a PID temperature controller were installed on the extruder to maintain the desired temperature levels. The high-temperature printing system utilizes a screw-type extrusion system with a printhead composed of an insulated aluminum extrusion tube, a steel auger, insertion heaters, and a closed-loop DC servo motor. On the other hand, the PCC specimens Table 2 Mixture Proportions for the SRC, MSRC, and PCC printing materials. Mixture ID Sulfur (kg/m3) Regolith1 (kg/m3) DCPD (kg/m3) Cement (kg/m3) Sand1 (kg/m3) Limestone Powder (kg/m3) Water (kg/m3) HRWRA2 (%) SRC MSRC PCC 872 799 – 1744 1596 – – 80 – – – 510 – – 1464 – – 76 – – 234 – – 0.36 1 2 Saturated surface dried (SSD). Percentage of cement by mass. 4 I. Giwa et al. Automation in Construction 165 (2024) 105571 Fig. 2. (a) High-temperature sulfur concrete printing system (b) Cementitious material printing system. Fig. 3. (a) Shape stability test (b) Temperature measurements using an infrared camera during the shape stability test. at the designated interlayer time gap and measuring the change in the height (if any) of the bottom layer due to plastic deformation. During this test, a maximum dimensional error of 10% of the nozzle dimensions was allowed for each printed layer to ensure consistency. Temperature data of the printed layers was collected during the shape stability test using a FLIR infrared camera (Fig. 3b). Preliminary tests confirmed a maximum temperature difference of under 8 ◦ C between the FLIR camera measurements (layer surface) versus the internal layer temper­ atures (measured by a thermometer with its probe inserted inside the same layer). As such, and considering the short interlayer delays selected in this study, infrared camera measurements were used for layer temperature measurements. DC motor is connected to the four-sided vane (diameter and height = 101.6 mm) that shears the mixture in a 3.5-l stainless steel container (container diameter and height = 178 mm). To maintain the testing temperature, flexible heaters were wrapped around the container in addition to a hotplate which was placed under the measurement container. The rheological properties were measured by collecting data on the electrical power consumption of the driving motor during the test. Based on these power consumption data, the torque measurements were estimated and used to calculate the rheological properties of the material (Eq. 1). Two test protocols, namely, the constant shear rate test (CSRT) and flow curve test (FCT), were followed to determine the yield stress and plastic viscosity, respectively. In the CSRT, the material was sheared at a constant rotational velocity of 2 RPM for a test duration of 120 s (Fig. 4b). The peak torque (to initiate flow) was measured and reported. Furthermore, the dynamic yield stress and plastic viscosity were determined using the FCT protocol (Fig. 4c). First, the material was pre-sheared for 20 s to maintain a consistent shear history for all the tested mixtures. The test was performed at a descending shear rate (from 30 RPM to 18 RPM) to obtain the up-curve used to determine the Bingham parameters (dynamic yield stress and plastic viscosity). It should be mentioned that the developed rheometer was initially 3.4. Rheological properties using custom-made rheometer A custom-made coaxial cylinder-type rheometer with a four-sided vane was developed for measuring the yield stress and plastic viscos­ ity of the SRC printing material (Fig. 4a). The principal components of the developed SRC rheometer comprise a brushed DC motor with an encoder, a Roboclaw used for closed-loop motor control, and a Rasp­ berry Pi 4 single-board computer for processing and data collection. The 5 I. Giwa et al. Automation in Construction 165 (2024) 105571 Fig. 4. (a) Custom-made rheometer for sulfur concrete (b) Constant shear rate test protocol (c) Flow curve test protocol. calibrated and verified using a standard viscosity fluid of known vis­ cosity (30,000 cP) and several concrete mixtures with different flow properties (rheological properties as measured by the ICAR plus com­ mercial PCC rheometer) [54]. The fundamental parameters (shear stress) were determined from the relative parameters (torque) using the Reiner-Riwlin equation. The rheological properties of the SRC mixtures were measured at different temperatures ranging from 125 ◦ C – 165 ◦ C. In addition, the rheological properties of the PCC printing mixture were also determined. τGM = (IM − INL )Kt Nη gearing efficiency (%). 3.5. Hardened-state properties tests The dry density and compressive strength of the mold-cast SRC and PCC specimens were determined using 50 mm cubes per ASTM C109. The compressive strength test was performed at a loading rate of 0.25 MPa/s (Fig. 5a). A three-point bending test was performed on the cast and 3D printed specimens (tested in the X or Z directions, in-plane) following ASTM C293 and at a displacement rate of 0.2 mm/min (Fig. 5b). The prism specimens used for the flexural strength test measured 40 mm in width, 40 mm in height, and 160 mm in length. The cast and printed SRC specimens were stored in dry room conditions (20 ◦ C [±◦ 5 ◦ C] and RH >65%), while the PCC specimens were cured at (1) where τGM is the torque generated by the gear motor (oz-in), IM is the motor current (A), INL is the motor no-load current constant (A), Kt is the motor torque constant (oz-in/A), and N is the gear ratio, and η is the Fig. 5. Mechanical performance tests (a) Compression test (mold-cast SRC specimen) (b) Three-point bending test of printed SRC specimen under different loading directions. 6 I. Giwa et al. Automation in Construction 165 (2024) 105571 dry room conditions or in a water tank at room temperature. Printed specimens that were fabricated during the shape stability test were also tested after 24 h considering the rapid strength development of sulfur concrete. A vacuum chamber with an ultimate vacuum pressure of 0.07 Torr (when unloaded) was utilized to measure the effect of vacuum condition and temperature variations – 20 ◦ C and 55 ◦ C [±5 ◦ C] - on the weight loss and mechanical strength of the printed specimen. The weight loss was measured after 3 days and 7 days, respectively, using a digital scale with a 0.01 g resolution. Similarly, the effect of these conditions on the flexural strength of the printed specimens was measured after 3 days and 7 days. The printed SRC and PCC specimens were placed in the vacuum chamber 4 h and 8 h, respectively, after fabrication to allow initial strength development. To study the changes in the microstructural morphology of the pure sulfur and SRC specimens due to DCPD modification and sample aging, scanning electron micro­ scopy (SEM) was also used to image the samples using a JEOL JSM6610LV SEM device with an Energy Dispersive X-ray (EDX) detector used for compositional analysis. The SEM characterization was carried out on fragmented samples sputter coated with platinum at an acceler­ ating voltage of up to 30 kV. steady rise in the measured SRC yield stress from 145 ◦ C to 165 ◦ C. On the other hand, the plastic viscosity of the SRC decreased from 125 ◦ C to 145 ◦ C, and then began to increase when the temperature was beyond 145 ◦ C until 165 ◦ C. The decreasing plastic viscosity trend from 125 ◦ C to 155 ◦ C is consistent with the workability results presented before. Furthermore, the observed trend is similar to the published data on the viscosity of plain molten sulfur, in which the viscosity decreased from 0.3 to 0.07 Pa.s as the temperature increased from 120 ◦ C to 159 ◦ C, before the viscosity rapidly increased to about 0.932 Pa.s at 190 ◦ C [55,56]. Based on the obtained SRC viscosity data and comparing them with the existing literature on plain sulfur, it is concluded that the addition of regolith particles to molten sulfur increases its plastic vis­ cosity by up to 2 orders of magnitude. Moreover, the increase in yield stress and plastic viscosity at temperatures around 150 ◦ C and higher can be attributed to the formation of cross-linked catena‑sulfur chains due to the ring-opening polymerization reactions of sulfur bi-radicals when heated above 150 ◦ C. For comparison purposes, the static and dynamic yield stress of the PCC mixture was measured as 870 Pa and 440 Pa, respectively, while the plastic viscosity was measured as 34 Pa.s. The higher yield stress and plastic viscosity values of the PCC material compared to SRC material at temperatures between 125 ◦ C to 155 ◦ C, are consistent with the lower flowability and slump values reported earlier. 4. Results and discussion 4.1. Characterization of the printing materials (SRC and PCC) 4.1.2. Hardened-state properties (mold-cast specimens) Fig. 7 shows the 7-day compressive and flexural strength of the SRC and PCC mold-cast specimens. The SRC specimens prepared at 155 ◦ C showed comparable compressive and flexural strength values to speci­ mens prepared at 130 ◦ C. For PCC, it was observed that the compressive and flexural strength values of the water cured mold-cast specimens were 57% and 29% higher, respectively, compared to the strength values of the air-dried specimens. Given the widely established rapid strength development of sulfur concrete, where it achieves its ultimate strength within a few days, the 7-day strength was regarded as the ul­ timate strength, and no measurements were conducted at 28 days. On the other hand, the 28-day compressive and flexural strength of the PCC specimens subjected to water curing were determined to be 34.1 MPa and 6.4 MPa, respectively, while the strength values for air-dried PCC specimens were found to be 28.9 MPa and 5.82 MPa, respectively. Interestingly, these obtained data show that even after 28 days of water curing, the strength of the mold-cast PCC specimens did not reach the same levels as those achieved after 7 days by the mold-cast SRC specimens. 4.1.1. Fresh-state properties The average wet density values of the SRC and PCC printing mate­ rials were determined to be 2.310 g/cm3 and 2.096 g/cm3, respectively, which show a higher density value of the SRC compared to PCC given the similar binder volume of the two materials. The workability test results show an increase in the flowability and slump of the SRC with an increase in material temperature. The average flow diameters of the SRC material at 130 ◦ C and 150 ◦ C were 172.5 mm and 194.5 mm, respec­ tively. Similarly, the average slump values at 130 ◦ C and 150 ◦ C were measured as 66 mm and 98.5 mm, respectively. The increase in flow­ ability and slump with an increase in the material temperature (130 ◦ C to 150 ◦ C) reveals the temperature-dependent behavior of the molten sulfur within the SRC matrix. On the other hand, the flow diameter and slump of the PCC were measured as 165 mm and 30 mm, respectively. The printable PCC material exhibits lower flowability and slump values compared to the printable SRC material due to the differences in their composition and rheology. Fig. 6(a-b) presents the yield stress and plastic viscosity values based on the high-temperature rheological measurements performed on the SRC at different temperatures. At temperatures between 125 ◦ C and 155 ◦ C, there were no significant changes in the yield stress (static and dynamic). However, there was a Fig. 6. Measured rheological properties of SRC materials at different temperatures (a) Static and dynamic yield stress (b) Plastic viscosity. 7 I. Giwa et al. Automation in Construction 165 (2024) 105571 Fig. 7. Mechanical properties of the mold-cast specimens (a) 7-days compressive strength (b) 7-days flexural strength. 4.2. Performance of printed SRC specimens in the plastic state with minimal strength to sustain the loads associated with the deposition of the next layer (nozzle extrusion pressure and the weight of the next layer). The relatively high wet density of SRC mate­ rials (2.310 g/cm3) - which translates into heavier layers - also con­ tributes to larger plastic deformations in this scenario. In contrast, longer interlayer delays (120 s and 180 s) allow the bottom layer to solidify as the layer temperature decreases, forming a stable layer with sufficient strength to support successive layers without any visible deformation. Furthermore, the deformations measured for layers prin­ ted at 130 ◦ C were less than those measured at 150 ◦ C (about 20% less deformation), which is associated with the lower bottom layer temper­ atures before the next layer was printed. 4.2.1. Effects of process parameters on shape stability Fig. 8 shows the cross-sectional profiles of the printed SRC specimens following the shape stability test. Based on the results, it was observed that layer deformations solely occurred at the shortest interlayer time gap (45 s) for both printing temperatures (130 ◦ C and 150 ◦ C). With a 45 s interlayer delay, layers printed at 130 ◦ C and 150 ◦ C exhibited about 10% and 23% deformation in layer height, respectively. In contrast, no visible layer deformation was observed at the longer interlayer time gaps (120 s and 180 s) at both temperatures. Considering the sulfur solidification process, the observed deformations are attributed to the bottom layer temperature, before the deposition of the next layer. Table 3 presents the average temperature values measured for the bot­ tom layers using an infrared FLIR camera during the shape stability test. Based on these measurements, with an interlayer time gap of 45 s, the bottom layer temperature was near or higher than the melting point of sulfur for both printing temperatures. Hence, the bottom layer was still 4.2.2. Effects of process parameters on flexural strength s Subsequently, the shape stability specimens from the previous stage were tested to determine the effect of the printing process parameters on flexural strength. Based on the results presented in Fig. 9a, specimens printed at 150 ◦ C showed up to 19% higher flexural strength compared Fig. 8. Cross-sectional profiles of printed SRC specimens following the shape stability test. 8 I. Giwa et al. Automation in Construction 165 (2024) 105571 Table 3 Average bottom layer temperatures during the shape stability test. Sample ID Bottom layer temp. ( C) ◦ PT130I45s PT130I120s PT130I180s PT150I45s PT150I120s PT150I180s 120.7 [1.6] 102.2 [1.1] 94.2[0.9] 132.2 [2.6] 105.2 [1.1] 102.1[3.7] Fig. 9. Flexural strength results (a) shape stability 2-layer specimens tested in the X-direction (in-plane) (b) 8-layer specimens tested in the Z-direction (in-plane). to the ones printed at 130 ◦ C with the same interlayer delay. In addition, SRC specimens printed with longer interlayer time gaps (120 s and 180 s) showed up to 23% lower flexural strength compared to specimens printed with a shorter interlayer delay (45 s), at both printing temper­ atures. The observed reduction in flexural strength for the longer interlayer delays can be attributed to the formation of cold joints arising from poor bonding between the newly deposited layer (with a higher temperature) and the preceding layer with a lower temperature. Considering the data presented in Table 3, specimens printed with longer interlayer delays have lower bottom layer temperatures and have already transitioned to the solid state. This results in a weaker interlayer bond compared to the scenario with both layers in the plastic state (45 s interlayer delay). Hence, the results demonstrate that higher layer temperature is beneficial for interface adhesion. The results also show that increasing the printing temperature from 130 ◦ C to 150 ◦ C lessens the negative impact of the longer interlayer time gaps (120 s and 180 s) on flexural strength, owing to the elevated temperature of the newly printed layers which enhances interlayer adhesion. Interestingly, for specimens printed at 130 ◦ C and with longer interlayer delays, the interlayer interface was visible (which indicates a higher interface porosity and weaker bonding), while no interface could be observed for specimens printed at 150 ◦ C (Fig. 8). This observation provides addi­ tional confirmation of the beneficial effects of the elevated printing temperature on interlayer adhesion. To further study the effects of printing temperature and interlayer delay on interlayer adhesion in 3D printed SRC elements and eliminate the potential impact of layer deformations on accurate strength mea­ surements, 8-layer SRC specimens (40 mm × 40 mm × 160 mm) with no deformations were printed and tested under flexure (Z-direction inplane) by loading the specimen parallel to the interlayer interfaces. Similar printing temperatures (130 ◦ C and 150 ◦ C) and interlayer delays corresponding to substrate layer temperatures of 55 ◦ C and 85 ◦ C [±5 ◦ C] were considered. In other words, each new layer of the 8-layer specimen was only deposited when the measured temperature of the preceding layer reached the target substrate temperature value. These layer temperature levels (interlayer delays) were selected based on practical considerations and the logistics required to print larger speci­ mens. Fig. 9b presents the flexural strength results of the 8-layer SRC specimens. Similar to the results obtained for the two-layer specimens tested in the X-direction, Z-direction specimens printed at 150 ◦ C showed higher flexural strength values compared to 130 ◦ C specimens. Furthermore, the flexural strength of the specimens printed with inter­ layer delays equivalent to an 85 ◦ C substrate temperature was 113% and 41% higher at 130 ◦ C and 150 ◦ C, respectively, compared to specimens printed with a 55 ◦ C substrate temperature. These results confirm the importance of the printing temperature and interlayer delay on the quality of interlayer adhesion which in turn, affects the structural and anisotropic properties of 3D printed structures. Based on this finding, a surface heat treatment approach - similar to [57] - could be envisioned for the SRC printing process to improve interlayer adhesion by reheating the previous layer before the new layer is deposited. Unlike PCC 3D printing where time is the critical factor due to the ongoing timedependent chemical reactions, in the case of SRC 3D printing, the layer temperatures mainly determine the properties of the printed element. Future research is needed to better evaluate and quantify the implications of a layer reheating approach on the SRC 3D printed ele­ ments. Based on these findings, an optimal printing temperature of 150 ◦ C and an interlayer time gap of 120 s was determined and selected for further investigation on the SRC properties. 4.2.3. Effects of DCPD modification Since DCPD was added to the MSRC printing material, it exhibited a higher level of flowability during the initial printing trials due to the higher liquid-to-solid ratio compared to the SRC printing material with the same regolith/sulfur ratio for a similar volume of material. As such, a reduced printing temperature of 120 ◦ C [±5 ◦ C] was necessary for successfully fabricating the MSRC specimens with minimal de­ formations. The 7-day compressive and flexural strength of the moldcast MSRC specimens were measured as 58.5 MPa and 9.52 MPa, respectively. Compared to the SRC mold-cast counterparts, the sulfur modification using DCPD led to up to 44% and 34% increase in compressive and flexural strength, respectively. Furthermore, the average 7-day flexural strength of the printed MSRC specimens (13.3 MPa) was about 41% higher than the printed SRC counterparts. The significant strength enhancement can be attributed to the free-radical chain-growth polymerization reaction between the sulfur and the DCPD comonomer resulting in the formation of polysulfides shown to have a higher molecular weight [35,58]. To understand the underlying 9 I. Giwa et al. Automation in Construction 165 (2024) 105571 cause of the strength improvement achieved through sulfur modification with DCPD, SEM imaging was performed. Fig. 10(a-d) shows the SEM images of both the plain sulfur and SRC samples (with and without DCPD modification) at 1-day age. The SEM images of the plain sulfur samples were obtained to provide insight into the sulfur crystal morphology. Based on the results, a crystalline structure corresponding to orthorhombic sulfur crystals was observed in the unmodified sample (Fig. 10a). On the other hand, a smooth surfaced crystal structure with no phase separation as seen in the unmodified sample was observed for the modified sample (Fig. 10b). This could be attributed to the successful copolymerization of the monomers where the DCPD comonomer is cross-linked with the sulfur biradicals. The observed microstructural morphology of the modified and unmodified samples is also consistent with results presented in other studies [55,59,60]. Ghumman et al. re­ ported that in contrast to the crystalline structure observed in unmodi­ fied sulfur, modified sulfur exhibits an amorphous morphology due to its cross-linking structures [60]. On the other hand, the SEM imaging of the SRC samples provides more insight into the microstructural interaction between the sulfur binder and the regolith aggregate. The SEM image of the SRC material reveals regions of poor bonding between the crystalline sulfur crystals and the regolith particles (Fig. 10c). In contrast, the MSRC samples show regions of better bonding between the regolith particle and the smooth surfaced bulk sulfur due to the DCPD modification (Fig. 10d). The improved bonding between the modified sulfur and regolith particles could potentially be due to the amorphous morphology of the modified sulfur crystals. Hence, the increase in strength of the printed MSRC compared to the SRC can be attributed to the improve­ ment in the engineering properties of the modified sulfur and the microstructural packing which, in turn, leads to a lower porosity. Gan­ non et al. also attributed the differences in the microstructure of un­ modified and modified sulfur sample (based on a proprietary additive) to the improved bonding or bridging between the modified sulfur and fly ash which was used as the fine aggregate [61]. 4.2.4. Recyclability of the printed SRC To evaluate the feasibility of recycling 3D printed SRC, the original SRC and MSRC specimens (control) were first tested after 7 days. Upon completion of the flexural test, the specimens were immediately recy­ cled by reheating them in the oven and then reprinting new specimens without any compositional modification. The printed recycled unmod­ ified specimens (SRC_R) and modified specimens (MSRC_R) were then tested after 7 days to determine their flexural strength. Based on visual inspections throughout the remelting process and by measuring the flow table diameter of the recycled material, no significant changes were observed in the flowability and workability of the SRC and MSRC ma­ terials. Next, the recycled materials were successfully reprinted using similar extrusion process parameters as the original materials. Results presented in Fig. 11a confirm that there are no significant changes in the flexural strength of the recycled SRC and MSRC specimens compared to the original samples. Interestingly, in two other studies on modified mold-cast sulfur concrete, up to 20% strength improvement was re­ ported after recycling [42,44]. These researchers attributed the strength improvement to the lower amount of entrapped air in the recycled moldcast specimens due to the additional compaction. In the case of the 3D printed specimens in this study, a more consistent compaction is antic­ ipated for both the original and recycled materials due to a mechanized extrusion system. Hence, these preliminary results highlight the feasi­ bility of recycling 3D printed sulfur concrete without strength loss, enabling a cradle-to-cradle sustainability approach since the recycled sulfur concrete can be reused for other construction purposes at the end of its life cycle. Furthermore, considering the energy-intensive processes needed for the extraction of raw materials (such as elemental sulfur), this would lead to significant savings and conservation of the limited planetary resources. 4.3. Performance comparison between printed SRC and PCC 4.3.1. Strength development Fig. 11b shows the flexural strength of the SRC and PCC specimens at Fig. 10. SEM images of unmodified and modified samples (a) Unmodified plain sulfur (b) Modified plain sulfur (c) SRC (d) MSRC. 10 I. Giwa et al. Automation in Construction 165 (2024) 105571 Fig. 11. (a) Flexural strength of recycled and reprinted SRC and MSRC specimens (b) Strength development of 3D printed SRC and PCC specimens over time. Fig. 12. SEM images at different ages (a) unmodified plain S8 at 1-day (b) unmodified plain S8 at 7 days (c) unmodified plain S8 at 7 days (higher magnification) (d) modified plain S8 at 1-day (e) modified plain S8 at 7 days (f) SRC at 1-day (g) SRC at 7-days (h) MSRC at 1-day (i) MSRC at 7-days. 11 I. Giwa et al. Automation in Construction 165 (2024) 105571 different ages. The average flexural strength of the SRC and MSRC specimens after 12 h was 8 MPa and 10 MPa, respectively. The SRC and MSRC specimens then reached an ultimate strength value of 9.4 MPa and 13.3 MPa, respectively, after 7 days. This shows that the printed SRC and MSRC specimens could obtain about 75–85% of their ultimate strength after only 12 h. These findings are also consistent with previous studies that investigated the strength development of sulfur concrete made with natural aggregates [38,62]. In the case of the PCC, the tested specimens reached a maximum flexural strength value of 1.1 MPa after 12 h, which then later increased to 5.6 MPa after 7 days. Moreover, the 28-day flexural strength of the printed PCC was measured as 5.8 MPa indicating a marginal improvement from the 7-day values. Hence, these findings reveal the rapid strength development of the printed SRC (as well as a superior ultimate strength) in comparison to the printed PCC which only obtained about 19% of its ultimate strength after 12 h. Considering the existing literature, it is well established that the mechanical strength development of cement-based materials is due to the formation of hydration products as a result of chemical hydration reactions that progress over time. In the case of SRC and MSRC mate­ rials, SEM imaging was performed to better understand their micro­ structure. The microstructural morphology of the plain sulfur and SRC samples (unmodified and modified) were studied after 1 day and 7 days, respectively. For the plain sulfur sample, the SEM image reveals crys­ talline features within the bulk sulfur after 1-day. However, these fea­ tures were not visible after 7 days - Fig. 12(a-b). The bulk sulfur observed after 1 day appears to have developed into macro-sized crystals visible at higher magnification after 7 days (Fig. 12c). The smooth sur­ faced bulk sulfur due to DCPD modification was observed after 1 day and 7 days - Fig. 12(d-e). This indicates an effective modification of sulfur with DCPD since no notable changes were observed in the microstruc­ ture within this period. However, Fig. 12e shows some sulfur fragments which could indicate the presence of some unreacted sulfur or depoly­ merized sulfur after 7 days. For the SRC samples, the SEM image revealed the presence of regolith particles that are unbounded to the bulk sulfur after 1 day (Fig. 12f). Moreover, after 7 days, the unmodified bulk sulfur has developed into macro-crystals that grow to fill the voids around the regolith particles (Fig. 12g). Therefore, the microstructure after 7 days appeared to be more dense and well-packed compared to what was observed after 1 day. Furthermore, the SEM images of the MSRC sample revealed that the modified bulk sulfur completely en­ capsulates the regolith particles after 1 day. After 7 days, a unique microstructure was observed indicating that the modified bulk sulfur has also developed into macro-crystals with better angularity that are well distributed and bound to the regolith particles. As a result, a refined microstructure with a dense and well-compact microstructure due to better packing between the modified sulfur crystals and regolith parti­ cles was observed after 7 days. This indicates that modified sulfur (with a potentially amorphous structure with better angularity) forms a better bonding with the regolith particles compared to unmodified sulfur with a crystalline structure. A study by Bright et al. also noted the differences in the crystallinity of the modified sulfur crystals in comparison to un­ modified sulfur due to their polysulfide fractions which are higher in the former [63]. Hence, the obtained results show that improvement in the microstructure of the SRC and MSRC from 1 day to 7 days could be the reason for the flexural strength improvement within this period. In addition, the EDS analysis performed following the SEM imaging suggest no significant compositional changes in the SRC and MSRC materials over time. This finding is also consistent with the results presented in previous studies [55,64]. 4.3.2. Performance under vacuum conditions and temperature variations Fig. 13(a-b) presents the weight loss in the printed SRC and PCC specimens, respectively, when exposed to near-vacuum conditions. The SRC specimens exposed to vacuum conditions at room temperature (25 ◦ C) showed negligible weight loss (0.010% and 0.016% of original weight) after 3 days and 7 days, respectively. However, when the vac­ uum chamber temperature was elevated to 55 ◦ C, the weight loss significantly increased by an order of magnitude to 0.82% and 0.92%, after 3 days and 7 days, respectively. Our findings based on testing SRC are consistent with previous studies in which sulfur-based materials were subjected to vacuum conditions at different temperatures [47,65]. Tucker et al. also reported that the comparative ratio of the rate of plain sulfur sublimation measured at 24–26 ◦ C and 40–45 ◦ C temperature was about 1:80 [66]. The increase in sublimation rate as the temperature Fig. 13. Performance of printed specimens in vacuum conditions (a) SRC and MRSC weight loss over time (b) PCC weight loss over time (c) Surface quality of the SRC25◦ C specimen (d) Surface quality of the SRC55◦ C + Vac specimen (e) Surface quality of the MSRC55◦ C + Vac specimen. 12 I. Giwa et al. Automation in Construction 165 (2024) 105571 increases is attributed to the increase in the vapor pressure of the orthorhombic sulfur crystals considering the triple point phase of sulfur [67]. In contrast, the MSRC specimens showed a significantly lower weight loss even at the elevated temperature (55 ◦ C). This demonstrates up to 85% decrease in weight loss when compared to the weight loss value reported for the SRC specimens after 7 days. This result shows that modifying SRC with DCPD can potentially help reduce the rate of sub­ limation due to the dominant polysulfide species with relatively lower vapor pressure compared to the principal orthorhombic species in the SRC specimens [68]. Fig. 13 (c-e) presents the surface quality of the control and vacuum-exposed printed specimens, observed using an op­ tical microscope (75× magnification). For the printed SRC specimen exposed to near-vacuum conditions and elevated temperature, the effect of sublimation was visible through the exposed regolith particles not coated with sulfur on the surface of the specimens (Fig. 13d). In contrast, the printed MSRC sample showed no exposed regolith particles (Fig. 13e). For PCC, the measured weight loss due to the evaporation of free moisture in the printed PCC specimens are presented in Fig. 13b. The moisture loss in the printed PCC specimens exposed to vacuum conditions at room temperature was about 32% and 25% higher than in printed specimens air-dried in ambient conditions after 3 days and 7 days, respectively. The effect was even more pronounced when the temperature increased from 25 ◦ C to 55 ◦ C. The measured weight loss increased by about 102% and 95% after 3 days and 7 days, respectively, when compared to the weight loss of the air-dried specimens stored in ambient conditions. Fig. 14(a-b) shows the 3-day and 7-day flexural strength of the printed SRC and PCC specimens exposed to vacuum conditions at the two different temperature levels. SRC specimens exposed to vacuum conditions at room temperature (25 ◦ C) showed no significant changes in flexural strength after 3 and 7 days, when compared to SRC specimens stored in ambient conditions (control SRC specimens). However, when the temperature was elevated to 55 ◦ C, the flexural strength of the SRC specimens reduced by 12% and 7%, after 3 days and 7 days, respec­ tively, compared to the printed control specimens. Similarly, the MSRC specimens subjected to vacuum conditions at 55 ◦ C also exhibited up to 17% reduction in flexural strength after 3 days and 7 days, when compared to the modified control specimens. The decline in the flexural strength data observed in both the SRC and MSRC specimens exposed to vacuum conditions and elevated temperatures can be attributed to the increased porosity within the composite due to sulfur sublimation as observed in the previous stage. Another likely reason for the reduced flexural strength is the negative impact of vacuum conditions on the microstructural evolution of SRC and MSRC materials. Interestingly, it was observed that the flexural strength of the SRC and MSRC specimens still increased from 3 days to 7 days under vacuum conditions. On the other hand, the printed PCC samples exposed to vacuum conditions at room temperature showed a 5% and 30% reduction in flexural strength at 3 days and 7 days, respectively, compared to the printed control specimens stored in ambient conditions. Similarly, the printed PCC specimens exposed to vacuum at the elevated temperature (55 ◦ C) showed about 78% lower flexural strength, compared to the control specimens. The notable strength loss can be attributed to elevated porosity levels within the PCC matrix, arising from the depletion of free water needed for the formation of hydration products that typically reduce matrix porosity in cementitious materials. In contrast to the re­ sults obtained for the SRC and MSRC specimens, the PCC flexural strength decreased from 3 days to 7 days. This suggests severe impacts of near-vacuum conditions on the ongoing hydration reactions due to water loss, as well as a possible microcracking and deterioration of the internal microstructure of the cementitious material exposed to vacuum conditions at early ages before reaching higher levels of mechanical strength. Based on these results, it is concluded that the negative effects of vacuum on the properties and flexural strength of the printed PCC specimens, compared to the printed SRC specimens, are considerably more pronounced. As a side investigation and to explore the operational aspects of Lunar and Martian construction using SRC and PCC, the behavior of freshly mixed SRC and PCC materials in vacuum conditions was also studied. When the freshly prepared SRC and PCC samples were exposed to vacuum conditions, they became unstable, showing a visible increase in the apparent volume (foaming), along with the formation of visible air pockets on the surface of the samples upon removal from the vacuum chamber. To determine the ideal initial time delay before exposing the printed specimens to vacuum conditions, the specimens were stored in ambient conditions for 0–6 h before exposure to near-vacuum conditions (room temperature). The exposed printed specimens were then visually inspected for any physical defect or damage. Upon exposure to vacuum, the 4-h printed PCC specimen imploded into fragments (Fig. 15) while the printed SRC specimen showed no visible damage. This observation can be attributed to the SRC reaching sufficient strength levels (due to its rapid strength development) to withstand the internal stresses caused by exposure to vacuum. It was observed that although the PCC reached its initial setting, it did not develop sufficient strength to withstand the vacuum conditions until after the 6-h initial period in regular atmo­ spheric pressure. On the other hand, the printed SRC could be placed in vacuum conditions as early as 15–30 min after mixing, without any visible damage or fracture appearance. These findings, in general, highlight the superior resistance of the SRC materials to near vacuum conditions, compared to PCC-based printing materials. Moreover, the quick strength development of sulfur concrete can enable swift con­ struction and deployment of 3D printed infrastructure on the Moon and Mars to support manned missions. Fig. 14. Flexural strength of the printed samples in vacuum and temperature variations (a) SRC and MSRC (b) PCC. 13 I. Giwa et al. Automation in Construction 165 (2024) 105571 Fig. 15. A 4-h air-dried printed PCC specimen before and after exposure to near-vacuum conditions. 4.4. Discussion construction, ISRU-based modifiers would have to be sought to avoid the prohibitive costs of shipping raw materials such as sulfur modifiers from Earth. Other solutions such as employing micro-fillers to physically control the volumetric shrinkage of the microstructure due to the allo­ tropic transformation of the unmodified sulfur concrete have also been discussed [32]. Based on preliminary investigations performed by the authors using sulfur concrete made with silica sand and limestone powder micro-fillers, such fissures were not observed in printed and cast specimens made out of these materials. The outcomes of vacuum testing at two different temperatures revealed that the printed SRC specimens generally outperform their PCC counterparts. The strength development of the SRC specimens continued even in vacuum conditions, albeit to a somewhat limited degree. On the other hand, the impact of vacuum and temperature on the printed PCC specimens led to a substantial strength loss after 7 days and hindered the overall strength development from 3 days to 7 days. This is evidenced by a significant loss of free moisture from the printed PCC specimens due to outgassing in vacuum conditions. For planetary C3DP operations on the Moon and Mars, a temporary pressurized enclosing structure may be required to mitigate the instability issues of printing materials in vac­ uum conditions during the 3D printing process. However, at early ages following the printing process, the sulfur-based printing materials seem to have a significantly superior resistance to vacuum conditions in comparison to PCC-based printing materials. Another interesting finding was that, in addition to enhancing the mechanical performance, modi­ fying the SRC material with DCPD significantly reduced the sublimation rates as well, even at elevated temperatures which are known to accel­ erate the sulfur sublimation process. These discoveries further strengthen the case for utilizing modified SRC as a printing material for planetary C3DP in extreme environments. Finally, the results from this study highlight the possibility of remelting and repurposing printed SRC materials without strength loss, which would significantly increase its value as a sustainable construction material on Earth, Moon, or Mars. Based on the SRC performance data presented earlier, it is evident that the previous layer (substrate) temperature - determined by factors such as the extrusion temperature, interlayer time gap, and ambient temperature - can influence the shape stability and flexural strength of the printed SRC specimens. Our findings from the shape stability test suggest that the extent of plastic deformations becomes more pro­ nounced as the material extrusion temperature is increased from 130 ◦ C to 150 ◦ C. This observation is attributed to the decrease in the measured plastic viscosity and the increase in the material flowability as the extrusion temperature increases within this range. With a longer inter­ layer time gap leading to the substrate temperature dropping to values below the sulfur melting temperature, plastic deformations are pre­ vented due to the rapid solidification and structurization of the printed SRC layers. However, a tradeoff in the flexural strength was observed due to the poor interlayer adhesion between the substrate layer with a lower temperature and the newly deposited molten layer. This outcome was further substantiated by the similar trend observed in 8-layer tested specimens in which the specimens were loaded along the interface lines. Interestingly, increasing the extrusion temperature (from 130 ◦ C to 150 ◦ C) can help improve adhesion between the new layer and the substrate with a lower temperature. Therefore, a layer reheating approach (increasing the temperature of the substrate layer right before new layer deposition) may be useful in ensuring strong interlayer adhesion and preventing the formation of cold joints. The 7-day me­ chanical strength of the mold-cast SRC specimens exhibited notably higher compressive and flexural strength values when compared to the 28-day strength of the PCC specimens. Similarly, the printed SRC ma­ terials showed superior flexural strength values compared to the PCC specimens. However, several fissures or cracks were observed in the microstructure of the mold-cast and printed SRC specimens (Fig. 8). These fissures are attributed to the volumetric shrinkage of the sulfur in the matrix as it solidifies and undergoes subsequent allotropic trans­ formation. Such observed defects could have also discounted the measured mechanical properties reported in this study. From the exist­ ing literature, chemical sulfur modifiers such as DCPD are typically employed to prevent this issue and the related possible long-term durability concerns. Introducing DCPD to modify the sulfur proved effective in mitigating the severity of these defects, although it did not completely resolve the issue. As such, a higher dosage of the DCPD (>10% by sulfur weight) or the use of different modifiers might be required to completely prevent sulfur crystals from depolymerizing back to the orthorhombic form, which culminates into this defect. Moreover, the mechanical strength of the printed and mold-cast SRC specimens was significantly enhanced by incorporating 10% DCPD. For space 5. Conclusions This paper provides crucial data on the feasibility of robotic C3DP using Martian and Lunar resources. The space resilience and reusability of 3D printed SRC materials, and the impacts of printing process pa­ rameters (such as extrusion temperature) on the properties of waterless SRC extrudates, are quantitatively studied for the first time to deliver new insights into waterless planetary C3DP. The following are the main conclusions and findings of this paper: • The printable Martian SRC and PCC materials developed using similar binder volumes exhibit distinct properties. The printable SRC 14 I. Giwa et al. Automation in Construction 165 (2024) 105571 materials demonstrated higher flowability supported by the measured lower yield stress and plastic viscosity values, compared to the printable PCC. These findings reveal differences in rheological requirements for printable sulfur concrete in comparison to the widely used cementitious printing materials. CRediT authorship contribution statement Ilerioluwa Giwa: Writing – original draft, Methodology, Investiga­ tion, Data curation. Mary Dempsey: Investigation, Data curation. Michael Fiske: Writing – review & editing, Supervision, Conceptuali­ zation. Ali Kazemian: Writing – review & editing, Supervision, Meth­ odology, Funding acquisition, Data curation, Conceptualization. • The Martian SRC material was successfully 3D printed, indicating the feasibility of using sulfur-regolith concrete for waterless off-world additive construction. Based on the quantitative data obtained in this study, the geometrical accuracy and flexural strength of the printed SRC elements are influenced by the extrusion temperature and substrate layer temperature. Up to 53% strength loss was observed in the 8-layer SRC specimens (tested in the Z-direction) as a result of lower substrate temperatures during the printing process. These findings highlight the importance of process optimization while taking into account both the process and ambient temperature parameters - especially in extreme environments - in C3DP of SRC materials. • The SRC specimens exhibited higher compressive and flexural strength compared to the PCC specimens (in both mold-cast and 3D printed specimens). Interestingly, the 3D printed Martian SRC specimens were remelted and reprinted without the need for compositional modifications, maintaining similar strength levels to the original SRC specimens. This finding highlights another advan­ tage of sulfur concrete as a sustainable construction material for planetary applications. This enables new possibilities for reusing demolished 3D printed structures at the end of their service life, which is significant due to the anticipated limited resources and the required energy for the extraction and production of new raw ma­ terials using in-situ planetary resources. • The Martian SRC specimens exhibited rapid strength development, gaining about 85% of their ultimate strength after only 12 h, while the PCC specimens only gained about 19% of their ultimate (28-day) strength within the same period. Furthermore, subjecting the SRC and PCC specimens to vacuum conditions at different temperatures revealed that the negative effects were more pronounced in the PCC specimens (up to 30% strength loss) than in the printed SRC speci­ mens (up to 7% strength loss) after 7 days of exposure. Considering the extreme conditions in space, 3D printed infrastructure made with SRC could offer better resiliency than those fabricated with PCC. • Modifying the Martian SRC printing material with 10% DCPD proved effective in enhancing its compressive strength (up to 44% increase) and flexural strength (up to 34% increase). SEM images also revealed a dense and refined microstructure in the modified SRC samples compared to the microstructure of the unmodified samples. Furthermore, the modification of the printing material with DCPD significantly reduced the sulfur sublimation rate (by an order of magnitude). Based on these preliminary results, modifying SRC presents a viable strategy for improving the resiliency of the 3D printed SRC materials. Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Data availability The data that support the findings of this study are included in the paper. Acknowledgments This work is funded by the Louisiana Board of Regents (RCS: LEQSF (2022-25)-RD-A-11). The authors also acknowledge the support from NASA Marshal Space Flight Center (MSFC) and Huber Engineered Materials. References [1] M. Smith, D. Craig, N. Herrmann, E. Mahoney, J. Krezel, N. McIntyre, K. Goodliff, The Artemis program: an overview of NASA’s activities to return humans to the moon, in: 2020 IEEE Aerospace Conference, 2020, pp. 1–10, https://doi.org/ 10.1109/AERO47225.2020.9172323. [2] M.Z. Naser, A.I. Chehab, Materials and design concepts for space-resilient structures, Prog. Aerosp. Sci. 98 (2018) 74–90, https://doi.org/10.1016/j. paerosci.2018.03.004. [3] I. Giwa, D. Moore, M. Fiske, A. Kazemian, Planetary construction 3D printing using lunar and Martian in situ materials, Earth and Space (2022) 817–831, https://doi. org/10.1061/9780784484470.069. [4] I. Giwa, M. Hebert, J. 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