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Construction and Building Materials 379 (2023) 131221 Available online 5 April 2023 0950-0618/© 2023 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by- nc-nd/4.0/). Carbon sequestration from waste and carbon dioxide mineralisation in concrete – A stronger, sustainable and eco-friendly solution to support circular economy Rajeev Roychand a,*, Jie Li a,*, Shannon Kilmartin-Lynch a, Mohammad Saberian a, Jiasheng Zhu a, Osama Youssf b,*, Tuan Ngo c a School of Engineering, RMIT University, Melbourne, Australia b Structural Engineering Department, Mansoura University, Mansoura, Egypt c Department of Infrastructure Engineering, The University of Melbourne, Australia A R T I C L E I N F O Keywords: Carbon sequestration Carbon dioxide mineralisation Wood biochar Concrete Sustainability A B S T R A C T The production of concrete is heavily reliant on the continuous mining of natural resources, with the majority component being the natural aggregates which make up about 70–75% of the concrete volume. As the emphasis shifts towards promoting sustainability through recycling all types of waste to create a closed-loop circular economy, it’s vital to explore alternative waste materials that can replace traditional raw materials in concrete production. Biochar derived from different organic waste materials has shown to improve the strength properties of concrete. However, the majority of the research has focussed on using biochar as a cement replacement material with very low cement replacement levels. Therefore, this research focuses on significantly increasing the uptake of the pyrolysed form of organic waste (wood biochar) by using it as a replacement of fine aggregates at replacement levels of 10, 20 and 30 vol%. The biochar blended concrete showed an improvement of 63.9, and 45.6% and a reduction of 9.6% in the 7-day compressive strength results at 10, 20 and 30% replacement levels, respectively. At 28 days, the biochar blended concrete samples showed an improvement of 20.1, 22.6, and 16% in the compressive strength results at 10, 20 and 30% replacement levels, respectively. Separately, the 10% WBC blended concrete was also cured in a CO2 environment for 7 and 28 days. The results showed an improvement of 24.7 and 37.3 in the 28-day compressive strength results with the respective CO2 curing of 7 and 28 days, compared to the control mix. 1. Introduction Globally, the focus is shifting from make, use, and throw policy to- wards creating a circular economy, where waste generated from one source is transformed into a valuable resource for another [1–3]. Gov- ernments all over the world are supporting various research and development initiatives to bring about this positive change [4,5]. One of the significant industries that is actively responding to this drive is the construction sector. Cement production being one of the largest con- tributors of greenhouse gas emissions and users of natural resources, is attracting extensive research on sustainability [6–10], waste recycling [11–16], and the reduction in greenhouse gas emissions [17–20]. Various solutions have been developed to cut down its carbon footprint and to reduce its reliance on the continuous mining of natural resources, like the use of industrial byproducts, such as fly-ash [21,22], slag [23], silica fume [24] and biochar derived from different organic wastes [25–28] as cement replacement materials. Similarly, several other waste materials, like crushed glass [29–31], construction and demolition waste [32–34], plastics [35,36], and waste tyre rubber [37–44], have been used as a replacement of conventional aggregates to increase sus- tainability and to support a closed-loop circular economy [45]. With the demand for cement and concrete production growing at a rapid pace [46], the challenges associated with the existing solutions are not being able to meet the growing market demand, thereby delaying the transformation of cement concrete into a sustainable and low-carbon footprint material. Therefore, this area of research requires multiple solutions that can collectively target sustainability and reduction in the carbon footprint of concrete. Parallelly, around 13 million tonnes of * Corresponding authors. E-mail addresses: rajeev.roychand@rmit.edu.au (R. Roychand), jie.li@rmit.edu.au (J. Li), osama.youssf@mymail.unisa.edu.au (O. Youssf). Contents lists available at ScienceDirect Construction and Building Materials journal homepage: www.elsevier.com/locate/conbuildmat https://doi.org/10.1016/j.conbuildmat.2023.131221 Received 26 February 2023; Received in revised form 21 March 2023; Accepted 27 March 2023 mailto:rajeev.roychand@rmit.edu.au mailto:jie.li@rmit.edu.au mailto:osama.youssf@mymail.unisa.edu.au www.sciencedirect.com/science/journal/09500618 https://www.elsevier.com/locate/conbuildmat https://doi.org/10.1016/j.conbuildmat.2023.131221 https://doi.org/10.1016/j.conbuildmat.2023.131221 https://doi.org/10.1016/j.conbuildmat.2023.131221 http://crossmark.crossref.org/dialog/?doi=10.1016/j.conbuildmat.2023.131221&domain=pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ http://creativecommons.org/licenses/by-nc-nd/4.0/ Construction and Building Materials 379 (2023) 131221 2 CO2-e (carbon dioxide equivalent) is generated as a result of organic waste going to landfills, which equates to approximately 3% of Aus- tralia’s total GHG emissions [47]. The decomposition of organic waste can also produce leachate, a toxic liquid that can contaminate ground- water and soil [48]. This can pose a risk to human health and the environment. Furthermore, the disposal of organic waste in landfills takes up valuable space. Pyrolysing these organic waste materials not only preserves their organic carbon in the form of biochar but also produces valuable biofuel, with both having numerous commercial applications. Recently, the application of biochar derived from different organic wastes into concrete has shown great potential to improve the me- chanical and durability properties [49] in addition to contributing to a reduction in its net carbon footprint [50]. Based on the review of existing literature [25,27,49,51] on the application of biochar in con- crete, the majority of the research focuses on using it as a cement replacement material which restricts its uptake to a very small quantity. Danish et al. [25] carried out a comprehensive review of the application of biochar as a cement-replacement material. They concluded that the use of biochar in cementitious materials could impact their properties. The porosity or water absorption of biochar can increase the yield-stress and plastic viscosity of cementitious materials, resulting in reduced workability. However, this negative effect can be mitigated by using an optimal dosage of superplasticiser, increasing the water/binder ratio, or fully saturating the biochar with water. Using coarser biochar may also help. Biochar can also reduce the setting time of cementitious materials by reducing free water and increasing hydration reaction and heat. By replacing 1–2% of cement with biochar, the compressive, splitting ten- sile, flexural strength, elastic modulus, shrinkage properties, and water absorption behaviour of cementitious materials can be improved. This improvement is due to pore-refinement, pozzolanic activity, and internal-curing effect. Another review paper by Gupta and Kua [27] noted that to produce biochar suitable for CO2 adsorption, it is essential to properly prepare the feedstock and control the pyrolysis process parameters, including temperature, pressure, and heating rate. Future research should focus on addressing these issues. Biochar can be incorporated into the concrete mixture for buildings and civil engineering structures. To capture and store CO2, the pore structure of biocharcan be utilized to store the CO2, which is subsequently mineralized into calcium carbonate after being released into the concrete mixture [52–54]. This approach could lead to the sequestration of a significant amount of CO2, a greenhouse gas. However, it is crucial to examine the potential effects of biochar con- taining absorbed/adsorbed CO2, on the durability properties of rein- forced concrete as a result of carbonation. The mechanism behind CO2 adsorption by biochar is based on physical and chemical interactions between the biochar surface and the CO2 molecules. Physically, the porous structure of biochar provides a large surface area for CO2 mol- ecules to adsorb onto. Chemically, the surface functional groups of biochar, such as carboxylic and phenolic groups, can react with CO2 molecules to form stable carbonates or bicarbonates [55]. Factors that can influence CO2 adsorption by biochar include the properties of the biochar, such as its surface area, pore size distribution, and surface functional groups. Additionally, the concentration and pressure of CO2 in the environment can also affect the adsorption capacity of biochar. Other factors include temperature, humidity, and the presence of other gases in the environment [56]. Very few studies have looked at the applications of pyrolysed forms of different organic wastes as a replacement for conventional aggregates [57–59]. Maljaee et al. [57] investigated the effect of olive stone waste biochar on the production of lightweight mortar by replacing sand at 25, 45 and 60% of volume replacement levels. They noted that using biochar as a sand replacement material reduced compressive strength by 15%, 18%, and 22% at replacement levels of 25%, 45%, and 60%, respec- tively. They ascribed the decline in the compressive strength of biochar blended mortar to the porous nature of olive stone wastes biochar. Cuthbertson et al. [58] investigated the effect of biochar produced from the residual biomass of the bio-ethanol industry on the properties of biochar-modified concrete at sand replacement levels of 1, 2 and 3 wt%. They noted that the compressive strength of concrete containing 1% biochar showed a considerable reduction in the 28-day concrete strength, however, 2 and 3% biochar content showed an improvement of 8.2 and 24.6%. Mrad and Chehab [59] looked at the effect of municipal solid waste biochar on the cement biochar composite mortar by replacing sand at 10, 25, and 45% by weight of sand. They observed a significant reduction in all the mortar mixes containing municipal solid waste biochar, with a maximum reduction of 93% at 45% sand replacement level with air curing and 97% reduction with water curing of samples. With the growing concern about the scarcity of natural sand in many nations [60], which makes it a major sustainability issue, it becomes crucial for the research community to focus on developing alternatives to conventional aggregates from different waste streams. Although, M- sand [61] and crushed glass [62] have been explored recently as an alternative to natural sand, biochar derived from organic wastes provide multiple benefits like, improvement in the strength and durability properties of concrete, carbon sequestaration, diversion of organic waste from going ro landfills which is responsible for high GHG emissions [52,56]. Therefore, to address this research gap and the potential environmental and sustainability benefits of recycling biochar derived from different organic waste in concrete applications, this research project looks at utilising pyrolysed forms of natural wood waste at 10, 20 and 30 vol% replacement of fine aggregates in the biochar blended concrete composites. In addition, to capture the recent advancements in the utilisation of CO2 capture and storage technology for its minerali- sation in concrete, the best mix of biochar blended concrete was used for 7 and 28 days of CO2 curing. Detailed material characterisation tech- niques like Xray fluorescence (XRF), Xray diffraction (XRD), Carbon, Hydrogen, Nitrogen and Sulfur (CHNS) analysis, scanning electron mi- croscopy (SEM), and laser diffraction particle size analysis were un- dertaken to ascertain the material properties of the raw material. The heat of hydration, SEM analysis, carbonation and compressive-strength tests were carried out to identify the performance of the addition of wood waste biochar, and CO2 curing on the material properties of bio- char blended concrete composites. 2. Materials and mix designs 2.1. Raw materials Ordinary Portland cement, 10 and 7 mm coarse aggregates (Specific gravity = 2.72), sand (specific gravity = 2.62), wood-based biochar (specific gravity = 0.45) sourced from a local company Green Man Char, MasterGlenium SKY 8379 Superplasticiser and water were used as raw materials. 2.2. Material properties 2.2.1. Particle size distribution of coarse aggregates, sand and biochar The particle size distribution of coarse and fine aggregates was car- ried out using sieve analysis and that of OPC, coarse and fine biochar was conducted using “Malvern Mastersizer 3000” laser diffraction Table 1 Particle size distribution of CA, FA, WBC and OPC. Material D10 D25 D50 D75 D100 10 mm (CA) 3.0 mm 5.8 mm 7.4 mm 8.5 mm 10 mm 7 mm (CA) 2.4 mm 3.5 mm 4.9 mm 5.9 mm 7 mm Sand (FA) 137 µm 220 µm 347 µm 515 µm 1420 µm WBC 30.2 µm 214 µm 688 µm 1310 µm 3500 µm OPC 3.59 µm 4.65 µm 15.5 µm 22.5 µm 40.1 µm R. Roychand et al. Construction and Building Materials 379 (2023) 131221 3 particle size analyser. The particle size distribution of coarse aggregates, sand and biochar is provided in Table 1. 2.2.2. Elemental composition of OPC and wood biochar X-ray fluorescence was carried out on the OPC and wood biochar powder samples to ascertain their elemental composition using Bruker Axs S4 Pioneer Xray fluorescence equipment. The elemental composi- tion of OPC and wood biochar and biochar is provided in Table 2. 2.2.3. CHNS analysis of wood biochar Since biochar contained a significant amount of carbon content which cannot be detected with X-ray fluorescence, CHNS analysis was carried out on the wood biochar (WBC) samples using PerkinElmer - 2400 II CHNS/O Elemental Analyser. Table 3 shows the carbon, hydrogen, nitrogen, and sulfur concentrations of the WBC samples (See Fig. 1). 2.2.4. Mineralogical composition of OPC and WBC XRD was conducted on the OPC and WBC samples to ascertain their mineralogical composition using Bruker AXS D4 Endeavour equipped with Cu-Kα radiation source and operated at 40-mA current and 40-kV voltage. The samples were tested between 5◦ to 70◦ 2θ angle with 0.01◦ 2θ step size and 1 s count time per step (See Fig. 1). Table 2 Elemental composition of OPC and WBC. Material Na Mg Al Si P S Cl K Ca Ti Mn Fe Cu Zn Sr OPC – 0.51 1.66 6.64 0.36 0.97 0.03 0.43 50.57 0.17 0.06 2.33 0.02 0.04 0.07 WBC 0.17 0.45 0.54 2.26 0.39 0.22 0.72 3.68 10.49 0.12 0.14 1.01 0.03 0.09 0.11 Table 3 CHNS analysis of WBC. Carbon (%) Hydrogen (%) Nitrogen (%) Sulfur (%) 70.05 ± 0.99 1.92 ± 0.01 1.49 ± 0.04 0.02 ± 0.01 Fig. 1. XRD analysis of OPC and WBC. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 4 2.2.5. Microstructure of WBC Scanning electron microscopic images of wood biochar were collected to ascertain its microstructural properties using FEI Quanta SEM at 50x and 500x magnification levels. WBC is non-conductive; therefore,it was coated with gold prior to collecting the images. The SEM images of WBC show a highly porous microstructure (Fig. 2). 2.2.6. Mix designs The main focus of the experimental program was to replace sand with 10, 20, and 30 vol% by wood biochar. The best mix design that provides the highest strength enhancement was used for 7 and 28 days of CO2 curing at 20 ◦C temperature, 70% relative humidity and 10% CO2 concentration. The water/cement ratio used for this experimental pro- gram was 0.5. Wood biochar absorbs water at about 70% of its dry weight. The absorption of water by wood biochar reduces its workability and the water available for the early hydration of the cement particles. Therefore, to compensate for that and to achieve similar workability, additional water (AW) was added to the mix designs containing WBC. The mix designs are provided in Table 4. 3. Experimental program 3.1. Effect of biochar on the properties of biochar blended cement/ concrete composites In stage 1, the effect of different concentrations of wood biochar used as a replacement of fine aggregates on various properties of biochar blended cement/concrete composites was ascertained. 3.1.1. Heat of hydration Heat of hydration test was carried out to identify if the addition of biochar has any effect on the early (48 hrs) hydration behaviour of cement that may influence the compressive-strength properties of the blended concrete composites. Since the main aim of this test was just to identify the influence of biochar on cement hydration, cement paste mixes containing different concentrations of biochar were prepared based on the mix designs specified in Table 4, excluding sand and coarse aggregates. TAM Air isothermal calorimeter was used to measure the heat of hydration. The experiment was carried out for 48 h after the casting of cement paste samples. 3.1.2. Effect of biochar on concrete microstructure SEM analysis was undertaken on the blended concrete composites to identify the microstructural changes taking place in various samples. To conduct SEM analysis, a small portion of the concrete sample was extracted from the specimen, cast in epoxy, ground, polished, mounted on steel stubs, and finally coated with gold. SEM images were taken on these gold-coated samples using FEI Quanta SEM at 500x, 2500x and 5000x magnification levels. 3.1.3. Compressive strength Compressive Strength tests were undertaken on 3 replicates of 75 mm Ø × 150 mm cylindrical samples of each mix design. The samples were casted and cured in a temperature and humidity control room set at 23 ◦C temperature and 55% relative humidity. 3.2. Effect of CO2 curing on 10% wood biochar blended concrete composites In stage 2 of the experimental program, the blended concrete com- posite containing the best biochar blended mix was used for CO2 curing. The concrete samples were cured in a controlled environment set at 23 ◦C, 70% humidity and 10% CO2 concentration. The samples were cured in the molds for 24 h after casting, followed by the CO2 curing for 6 and 27 days. The first set of six samples that were cured for 6 days in CO2 chamber were taken out on the seventh day. Three replicates of CO2- Fig. 2. SEM images of wood biochar at 50x and 500x magnification levels. Table 4 Concrete mix designs. Mix OPC 10 mm 7 mm Sand WBC Water AW SP Curing (kg/m3) (L/m3) Control 350 550 450 850 – 175 – 1.2 Normal curing 10WBC 350 550 450 788 15 175 10 1.2 Normal curing 20WBC 350 550 450 700 30 175 20 1.2 Normal curing 30WBC 350 550 450 613 45 175 30 1.2 Normal curing 10WBC_7dCC 350 550 450 788 15 175 10 1.2 7 day CO2 curing 10WBC_28dCC 350 550 450 788 15 175 10 1.2 28 day CO2 curing C = Control, 7d = 7 day, 28d = 28 day, CC = CO2 curing, AW = Additional Water, SP = Superplasticizer. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 5 cured samples were tested at 7 days, and the remaining three samples were cured in the temperature and humidity control room (non-CO2 environment) and tested at 28 days of total curing time. The second set of 3 replicates was kept for 27 days of CO2 curing after the first 24 h of curing in steel molds. The samples were also tested for the depth of carbonation using a phenolphthalein indicator (0.5% Phenolphthalein in 50% Ethanol) [44]. 4. Results and discussion 4.1. Effect of biochar on the properties of biochar blended cement/ concrete composites 4.1.1. Heat of hydration Heat of hydration test was carried out to identify if the addition of biochar has any effect on the hydration behavious of cement that may influence the compressive strength properties of the blended concrete composites. The rate of the heat of hydration graph (Fig. 3a) shows that the peak heat decreases with the increase in wood biochar concentra- tion. The respective peak heat release due to cement hydration of the control and biochar blended cement composites were 1.46 mW/g (Control) > 1.42 mW/g (10WBC) > 0.76 mW/g (20WBC) > 1.42 mW/g (30WBC). Moreover, the peak heat release shifts towards a later curing age, i.e., 12.37 h (Control) > 13.34 h (10WBC) > 14.24 h (20WBC) > 15.04 h (30WBC). In addition, the peak width or the duration of heat release due to the hydration of cement particles increases with the in- crease in biochar content. Interestingly, the cumulative heat of hydration curve (Fig. 3b) shows an increase in the heat of hydration at the early age of curing, i.e., the first hour of curing, which increases with the increase in the concen- tration of wood biochar. This indicates that the biochar content accel- erates the early-age hydration reaction. The cumulative heat of Fig. 3. (a) Rate of heat of hydration and (b) Cumulative heat hydration of control and wood biochar blended cement composites. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 6 hydration shows a sharp increase at around 12 h with a formation of a shoulder. This indicates a considerable increase in the degree of cement hydration and the formation of more hydration products. This could be attributed to the influence of superplasticiser that can accelerate the rate of cement hydration and increase the amount of hydration products formed. After 24 h of curing, the 10% biochar content shows the highest cumulative heat of hydration, indicating the highest degree of hydration reaction, which was followed by the mix containing 20% biochar con- tent. Both the mixes containing 10 and 20% biochar contents showed the highest heat of hydration compared to the control sample. However, the mix containing 30% biochar content showed a progressive reduction in the heat of hydration relative to the control mix after 24 h of curing. Fig. 4. SEM images of concrete samples containing different concentrations of wood biochar content. Fig. 5. Compressive strength of concrete samples at 7 and 28 days of curing. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 7 4.1.2. Effect of biochar on concrete microstructure Fig. 4 shows the SEM images of concrete samples containing different concentrations of wood biochar content. The porous microstructure of the wood biochar is clearly evident in the SEM images. Wood biochar shows a good bond formationwith the cement matrix in all the different biochar blended concrete samples. 4.1.3. Compressive strength Fig. 5 shows the compressive strength results of concrete mixes containing different concentrations of wood biochar samples. It can be noted that the concrete mixes containing 10% wood biochar (10WBC) show a 63.9% and 20.1% increase in the respective 7 and 28-day compressive strength results. By increasing the concentration of wood biochar to 20% (20WBC), the 7 and 28-day compressive strength results showed an improvement of 45.6% and 22.6%, respectively, compared to that of the control mix. With the further increase in the wood biochar content to 30% (30WBC), though the 7-day compressive strength showed a reduction of 9.6%, the 28-day compressive strength showed an improvement of 16% compared to the control mix. Based on the compressive strength results, the 10% biochar content is can be considered optimum if the target is the improvement of 7-day strength, however, if the target is the maximum overall increase in strength (i.e., 28 day strength) 20% is considered the optimum concentration of the wood biochar content. The improvement in the 7 and 28 day compressive-strength results could be attributed to the increase in the hydration reaction, good bio- char to cement matrix bond formation and internal-curing provided by the water stored in the porous microstructure of WBC. The downward trend beyond 20% wood biochar content could be attributed to the relatively weaker strength of biochar which gets dominant as the con- centration of the biochar increases. Table 5 and 6 provides ANOVA analysis results of Fig. 5. For the statistical analysis, ANOVA: Two-Factor with Replication method was adopted. It can be seen that the F-Value is greater than the Fcritical-Value. Also, the p-value is lower than the alpha value (=0.05). Therefore, it can be concluded that the results are set to be highly significant. 4.2. Effect of CO2 curing on 10% wood biochar blended concrete composites 4.2.1. Concrete carbonation Fig. 6 shows the change in the carbonation depths of 10% wood biochar concrete (10WBC) samples with no CO2 curing, 7-day CO2 curing, and 28 days of CO2 curing. Concrete is highly alkaline in nature due to the release of calcium hydroxide from the hydration reaction of calcium silicate phases (Eq. (1)). This calcium hydrate further reacts with the CO2 gas to produce calcium carbonate, thereby lowering the pH value of the concrete sample. Table 5 Summary of the two factor ANOVA analysis with replication. Control 7-day Strength 28-day Strength Total Count 3 3 6 Sum 57.41868308 92.44407977 149.8628 Average 19.13956103 30.81469326 24.97713 Variance 1.164038393 0.967116471 41.74508 10WBC Count 3 3 6 Sum 94.0245557 110.716686 204.7412 Average 31.34151857 36.905562 34.12354 Variance 0.357884768 0.656639331 9.693383 20WBC Count 3 3 6 Sum 83.59 112.9524531 196.5425 Average 27.86333333 37.6508177 32.75708 Variance 0.893333333 1.068861274 29.52333 30WBC Count 3 3 6 Sum 51.9 107.1789255 159.0789 Average 17.3 35.72630851 26.51315 Variance 1.0416 0.615156335 102.5214 Table 6 ANOVA analysis results. Source of variation Sum of Squares Degrees of freedom Mean Square F-Value p-value Fcritical-Value Sample 367.9734052 3 122.6578 145.0578 8.2187E-12 3.23887152 Columns 774.7396308 1 774.7396 916.2241 1.49017E-15 4.49399848 Interaction 129.1468503 3 43.04895 50.91063 2.08835E-08 3.23887152 Within 13.52925981 16 0.845579 Total 1285.389146 23 Fig. 6. Carbonation depths of concrete samples (a) no CO2 curing, (b) 7 day CO2 curing, and (c) 28 days of CO2 curing. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 8 C2S/C3S + H2O => C-S-H + Ca(OH)2 (1) Ca(OH)2 + CO2 => CaCO3 + H2O (2) The reduction in the pH value of the concrete samples due to CO2 curing is clearly evident in Fig. 6. The phenolphthalein indicator turns pink in the regions that are highly alkaline due to the presence of cal- cium hydroxide, whereas the sections that are carbonated do not show any change in colour. It can be seen that the carbonation depth of the concrete samples increases with the increase in the duration of CO2 curing. 4.2.2. Effect of CO2 curing on the compressive strength of 10% wood biochar blended concrete samples Fig. 7 shows the compressive strength results of control and 10WBC samples before and after 7 and 28 days of CO2 curing. It can be seen that the compressive strength of the concrete samples increases with the increase in CO2 curing, which is also reflected in the increase in the carbonation depth of the concrete samples (Fig. 6). This can be attrib- uted to the conversion of calcium hydroxide to calcium carbonate, which produces water that can potentially contribute towards the reduction in the internal relative-humidity and the increase in the hy- dration reaction of cement particles. 5. Conclusions i) Wood biochar shows good bond performance with the cement matrix. ii) The peak heat release at the early age (≤2 days) hydration re- duces with the increase in WBC content. In addition, the peak heat release shifts towards later curing age (hours) and the peak width increases with the increase in WBC content. iii) The cumulative heat of hydration increases with the increase in biochar content in the first couple of hours of cement hydration. However, in the case of 30WBC mix, a transition point was observed in the cumulative heat of hydration at around 24 h of curing, beyond which the cumulative heat of hydration started showing a reduction compared to that of the control mix. This rate of reduction in the cumulative heat of hydration compared to that of the control mix increased with the increase in the curing age. Overall, mix 30WBC shows relatively lower hydration at 48 h compared to that of the control mix. iv) Mix 10WBC shows the highest increase (63.9%) in the 7-day compressive strength, which progressively decreases with the increase in biochar content. The least 7-day strength was observed in 30WBC, which was 9.4% lower than that of the control mix. v) All the 28-day biochar blended concrete mixes showed higher compressive strength compared to that of the control mix. The highest compressive strength (37.7 MPa) was achieved with 20WBC samples, which was 22.4% higher than that of the control mix (30.8 MPa). vi) CO2 curing shows a positive influence on the compressive strength of the biochar blended concrete composite, which in- creases with the increase in the duration of CO2 curing. The best biochar blended (10WBC) and 28-day CO2 cured concrete sample showed a 37.3% increase in the 28-day compressive strength compared to that of the control mix. CRediT authorship contribution statement Rajeev Roychand: Conceptualization, Funding acquisition, Meth- odology, Investigation, Data curation, Formal analysis, Visualization, Writing – review & editing. Jie Li: Funding acquisition, Writing – review & editing. Shannon Kilmartin-Lynch: Writing – review & editing. Mohammad Saberian: Writing – review & editing. Jiasheng Zhu: Writing – review & editing. Osama Youssf: Writing – review & editing. Tuan Ngo: Writing – review & editing. Declaration of Competing Interest The authors declare the following financial interests/personal re- lationships which may be considered as potential competing interests: Rajeev Roychand reports financial support was provided by RMIT Uni- versity’s Strategic Capability Deployment Fund, in collaboration with ARUP Australia P/L and Earth systems Pty Ltd. Fig. 7. Compressivestrength of concrete samples of control and 10WBC samples before and after 7 and 28 days of CO2 curing. R. Roychand et al. Construction and Building Materials 379 (2023) 131221 9 Data availability Data will be made available on request. Acknowledgements The authors gratefully acknowledge RMIT University’s Strategic Capability Deployment Fund, ARUP Australia P/L and Earth systems P/L for their financial and technical support for this project. We also acknowledge the RMIT University’s Rheology, X-Ray, and Microscopy & Microanalysis Facilities for providing training and access to the material characterisation equipment. References [1] M. Bicket, et al., Scoping study to identify potential circular economy actions, priority sectors, material flows and value chains. 2014. [2] R. Roychand, et al., Practical rubber pre-treatment approch for concrete use—an experimental study, Journal of Composites Science 5 (6) (2021) 143. [3] J. Yan, M. Xu, Energy and Circular Economy in Sustainability Transitions. 2021, Elsevier. [4] Development of Recycling Industries within the UNIDO Circular Economy Approach. 2019: United Nations Industrial Development Organization, Vienna, Austria. [5] Circular economy. 2019: United Nations Industrial Development Organization, Vienna, Austria. [6] O. Ortiz, F. Castells, G. Sonnemann, Sustainability in the construction industry: A review of recent developments based on LCA, Construction and building materials 23 (1) (2009) 28–39. [7] Khatib, J., Sustainability of construction materials. 2016: Woodhead Publishing. [8] E.H. Fini, et al., Toward sustainability in the built environment: An integrative approach, Resour. Conserv. Recycl. 172 (2021), 105676. [9] R. Roychand, Performance of Micro and Nano Engineered High Volume Fly Ash Cement Composite. 2017. [10] N. Singh, P. Kumar, P. Goyal, Reviewing the behaviour of high volume fly ash based self compacting concrete, J. Build. Eng. 26 (2019), 100882. [11] M. Saberian, et al., An experimental study on the shear behaviour of recycled concrete aggregate incorporating recycled tyre waste, Constr. Build. Mater. 264 (2020), 120266. [12] R. Roychand, et al., Recycling steel slag from municipal wastewater treatment plants into concrete applications–A step towards circular economy, Resour. Conserv. Recycl. 152 (2020), 104533. [13] W. Dong, W. Li, Z. Tao, A comprehensive review on performance of cementitious and geopolymeric concretes with recycled waste glass as powder, sand or cullet, Resour. Conserv. Recycl. 172 (2021), 105664. [14] S. Kilmartin-Lynch, et al., Preliminary evaluation of the feasibility of using polypropylene fibres from COVID-19 single-use face masks to improve the mechanical properties of concrete, J. Cleaner Prod. 296 (2021), 126460. [15] S. Kilmartin-Lynch, et al., Application of COVID-19 single-use shredded nitrile gloves in structural concrete: Case study from Australia, Sci. Total Environ. (2021), 151423. [16] S. Kilmartin-Lynch, et al., A sustainable approach on the utilisation of COVID-19 plastic based isolation gowns in structural concrete, Case Stud. Constr. Mater. 17 (2022) e01408. [17] A. Sivakrishna, et al., Green concrete: A review of recent developments, Mater. Today: Proc. 27 (2020) 54–58. [18] R. Roychand, et al., Development of zero cement composite for the protection of concrete sewage pipes from corrosion and fatbergs, Resour. Conserv. Recycl. 164 (2021), 105166. [19] M.U. Hossain, et al., Evaluation of environmental impact distribution methods for supplementary cementitious materials, Renew. Sustain. Energy Rev. 82 (2018) 597–608. [20] R. Roychand, et al., A quantitative study on the effect of nano SiO2, nano Al2O3 and nano CaCO3 on the physicochemical properties of very high volume fly ash cement composite, Eur. J. Environ. Civil Eng. (2017) 1–16. [21] R. Kumar, S. Kumar, S. Mehrotra, Towards sustainable solutions for fly ash through mechanical activation, Resour. Conserv. Recycl. 52 (2) (2007) 157–179. [22] R. Roychand, et al., Micro and nano engineered high volume ultrafine fly ash cement composite with and without additives, Int. J. Concr. Struct. Mater. 10 (1) (2016) 113–124. [23] M. Amran, et al., Slag uses in making an ecofriendly and sustainable concrete: A review, Constr. Build. Mater. 272 (2021), 121942. [24] R. Siddique, Utilization of silica fume in concrete: Review of hardened properties, Resour. Conserv. Recycl. 55 (11) (2011) 923–932. [25] A. Danish, et al., Reusing biochar as a filler or cement replacement material in cementitious composites: A review, Constr. Build. Mater. 300 (2021), 124295. [26] Y. Zhang, et al., Biochar as construction materials for achieving carbon neutrality, Biochar 4 (1) (2022) 59. [27] S. Gupta, H.W. Kua, Factors determining the potential of biochar as a carbon capturing and sequestering construction material: critical review, J. Mater. Civil Eng. 29 (9) (2017) 04017086. [28] J. Liu, et al., Application potential analysis of biochar as a carbon capture material in cementitious composites: A review, Constr. Build. Mater. 350 (2022), 128715. [29] P. Guo, et al., New perspectives on recycling waste glass in manufacturing concrete for sustainable civil infrastructure, Constr. Build. Mater. 257 (2020), 119579. [30] A. Mehta, D.K. Ashish, Silica fume and waste glass in cement concrete production: A review, J. Build. Eng. 29 (2020), 100888. [31] M. Nodehi, V. Mohamad Taghvaee, Sustainable concrete for circular economy: a review on use of waste glass, Glass Struct. Eng. 7 (1) (2022) 3–22. [32] K. Kishore, N. Gupta, Application of domestic & industrial waste materials in concrete: A review, Mater. Today: Proc. 26 (2020) 2926–2931. [33] P. Sormunen, T. Kärki, Recycled construction and demolition waste as a possible source of materials for composite manufacturing, J. Build. Eng. 24 (2019), 100742. [34] H. Wu, et al., Status quo and future directions of construction and demolition waste research: A critical review, J. Cleaner Prod. 240 (2019), 118163. [35] L. Gu, T. Ozbakkaloglu, Use of recycled plastics in concrete: A critical review, Waste Manage. 51 (2016) 19–42. [36] S. Bahij, et al., Fresh and hardened properties of concrete containing different forms of plastic waste–A review, Waste Manage. 113 (2020) 157–175. [37] M.M.U. Islam, et al., A comprehensive review on the application of renewable waste tire rubbers and fibers in sustainable concrete, J. Cleaner Prod. (2022), 133998. [38] M.M.U. Islam, et al., Design and strength optimization method for the production of structural lightweight concrete: An experimental investigation for the complete replacement of conventional coarse aggregates by waste rubber particles, Resour. Conserv. Recycl. 184 (2022), 106390. [39] R.J. Gravina, et al., Bond Behaviour Between Crumb Rubberized Concrete And Deformed Steel Bars. Structures, Elsevier, 2021. [40] E.-S. Abd-Elaal, et al., Novel approach to improve crumb rubber concrete strength using thermal treatment, Constr. Build. Mater. 229 (2019), 116901. [41] O. Youssf, et al., Influence of mixing procedures, rubber treatment, and fibre additives on rubcrete performance, J. Compos. Sci. 3 (2) (2019) 41. [42] O. Youssf, et al., Development of crumb rubber concrete for practical application in the residential construction sector–design and processing, Constr. Build. Mater. 260 (2020), 119813. [43] O. Youssf, et al., Mechanical performance and durability of geopolymer lightweight rubber concrete, J. Build. Eng. 45 (2022), 103608. [44] M.M.U. Islam, et al., Investigation of durability properties for structural lightweight concrete with discarded vehicle tire rubbers: A study for the complete replacement ofconventional coarse aggregates, Constr. Build. Mater. 369 (2023), 130634. [45] P. Gill, et al., Effects of various additives on the crumb rubber integrated geopolymer concrete, Cleaner Mater. (2023), 100181. [46] M.S. Imbabi, C. Carrigan, S. McKenna, Trends and developments in green cement and concrete technology, Int. J. Sustain. Built Environ. 1 (2) (2012) 194–216. [47] Recovering organic waste. [cited 2022 08/10/22]; Available from: https://www. dcceew.gov.au/environment/protection/waste/food-waste/recovering-organic-wa ste. [48] A. Siddiqua, J.N. Hahladakis, W.A.K. Al-Attiya, An overview of the environmental pollution and health effects associated with waste landfilling and open dumping, Environ. Sci. Pollut. Res. 29 (39) (2022) 58514–58536. [49] S. Gupta, H.W. Kua, S. Dai Pang, Effect of biochar on mechanical and permeability properties of concrete exposed to elevated temperature, Constr. Build. Mater. 234 (2020), 117338. [50] R. Roychand, et al., Recycling biosolids as cement composites in raw, pyrolyzed and ashed forms: A waste utilisation approach to support circular economy, J. Build. Eng. 38 (2021), 102199. [51] D. Winters, K. Boakye, S. Simske, Toward carbon-neutral concrete through biochar–cement–calcium carbonate composites: A critical review, Sustainability 14 (8) (2022) 4633. [52] S. Gupta, et al., Carbon sequestration in cementitious composites using biochar and fly ash–Effect on mechanical and durability properties, Constr. Build. Mater. 291 (2021), 123363. [53] S. Gupta, A. Kashani, A.H. Mahmood, Carbon sequestration in engineered lightweight foamed mortar–Effect on rheology, mechanical and durability properties, Constr. Build. Mater. 322 (2022), 126383. [54] S. Gupta, Carbon sequestration in cementitious matrix containing pyrogenic carbon from waste biomass: A comparison of external and internal carbonation approach, J. Build. Eng. 43 (2021), 102910. [55] A.N. Shafawi, et al., Recent advances in developing engineered biochar for CO2 capture: An insight into the biochar modification approaches, J. Environ. Chem. Eng. 9 (6) (2021), 106869. [56] P.D. Dissanayake, et al., Biochar-based adsorbents for carbon dioxide capture: A critical review, Renew. Sustainable Energy Rev. 119 (2020), 109582. [57] H. Maljaee, et al., Sustainable lightweight mortar using biochar as sand replacement, Eur. J. Environ. Civil Eng. 26 (16) (2022) 8263–8279. [58] D. Cuthbertson, et al., Biochar from residual biomass as a concrete filler for improved thermal and acoustic properties, Biomass Bioenergy 120 (2019) 77–83. [59] R. Mrad, G. Chehab, Mechanical and microstructure properties of biochar-based mortar: An internal curing agent for PCC, Sustainability 11 (9) (2019) 2491. [60] Meredith, S., A sand shortage? The world is running out of a crucial — but under- appreciated — commodity, in CNBC. 2021, CNBC. [61] M. Manjunatha, N. Akshay, H. Jeevan, Durability studies on concrete by replacing natural sand with M-sand–A review, Int. J. Emerg. Technol. Adv. Eng.neering 6 (3) (2016) 293–296. [62] A. Mohajerani, et al., Practical recycling applications of crushed waste glass in construction materials: A review, Constr. Build. Mater. 156 (2017) 443–467. R. Roychand et al. http://refhub.elsevier.com/S0950-0618(23)00934-0/h0010 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0010 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0030 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0030 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0030 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0040 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0040 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0050 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0050 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0055 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0055 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0055 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0060 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0060 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0060 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0065 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0065 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0065 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0070 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0070 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0070 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0075 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0075 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0075 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0080 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0080 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0080 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0085 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0085 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0090 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0090 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0090 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0095 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0095 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0095 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0100 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0100 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0100 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0105 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0105 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0110 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0110 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0110 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0115 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0115 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0120 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0120 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0125 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0125 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0130 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0130 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0135 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0135 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0135 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0140 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0140 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0145 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0145 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0150 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0150 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0155 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0155 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0160 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0160 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0165 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0165 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0170 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0170 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0175 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0175 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0180 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0180 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0185 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0185 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0185 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0190 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0190 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0190 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0190 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0195 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0195 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0200 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0200http://refhub.elsevier.com/S0950-0618(23)00934-0/h0205 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0205 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0210 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0210 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0210 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0215 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0215 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0220 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0220 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0220 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0220 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0225 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0225 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0230 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0230 https://www.dcceew.gov.au/environment/protection/waste/food-waste/recovering-organic-waste https://www.dcceew.gov.au/environment/protection/waste/food-waste/recovering-organic-waste https://www.dcceew.gov.au/environment/protection/waste/food-waste/recovering-organic-waste http://refhub.elsevier.com/S0950-0618(23)00934-0/h0240 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0240 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0240 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0245 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0245 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0245 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0250 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0250 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0250 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0255 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0255 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0255 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0260 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0260 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0260 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0265 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0265 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0265 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0270 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0270 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0270 http://refhub.elsevier.com/S0950-0618(23)00934-0/h0275 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Raw materials 2.2 Material properties 2.2.1 Particle size distribution of coarse aggregates, sand and biochar 2.2.2 Elemental composition of OPC and wood biochar 2.2.3 CHNS analysis of wood biochar 2.2.4 Mineralogical composition of OPC and WBC 2.2.5 Microstructure of WBC 2.2.6 Mix designs 3 Experimental program 3.1 Effect of biochar on the properties of biochar blended cement/concrete composites 3.1.1 Heat of hydration 3.1.2 Effect of biochar on concrete microstructure 3.1.3 Compressive strength 3.2 Effect of CO2 curing on 10% wood biochar blended concrete composites 4 Results and discussion 4.1 Effect of biochar on the properties of biochar blended cement/concrete composites 4.1.1 Heat of hydration 4.1.2 Effect of biochar on concrete microstructure 4.1.3 Compressive strength 4.2 Effect of CO2 curing on 10% wood biochar blended concrete composites 4.2.1 Concrete carbonation 4.2.2 Effect of CO2 curing on the compressive strength of 10% wood biochar blended concrete samples 5 Conclusions CRediT authorship contribution statement Declaration of Competing Interest Data availability Acknowledgements References