CO2 Mineralization and Utilization using Steel Slag for Establishing a Waste-to-Resource Supply Chain

Both steelmaking via an electric arc furnace and manufacturing of portland cement are energy-intensive and resource-exploiting processes, with great amounts of carbon dioxide (CO2) emission and alkaline solid waste generation. In fact, most CO2 capture and storage technologies are currently too expensive to be widely applied in industries. Moreover, proper stabilization prior to utilization of electric arc furnace slag are still challenging due to its high alkalinity, heavy metal leaching potentials and volume instability. Here we deploy an integrated approach to mineralizing flue gas CO2 using electric arc furnace slag while utilizing the reacted product as supplementary cementitious materials to establish a waste-to-resource supply chain toward a circular economy. We found that the flue gas CO2 was rapidly mineralized into calcite precipitates using electric arc furnace slag. The carbonated slag can be successfully utilized as green construction materials in blended cement mortar. By this modulus, the global CO2 reduction potential using iron and steel slags was estimated to be ~138 million tons per year.

reaction, several innovative methods such as high-gravity carbonation 12,13 have been proposed to enhance the CO 2 mineralization efficiency and capacity. Through the reaction, the CO 2 will convert to stable and insoluble carbonates (e.g., CaCO 3 ), which are rarely released afterward 14,15 . Therefore, it can be used as an integrated approach to mineralizing CO 2 in the flue gas while stabilizing the EAFRS. Moreover, due to its similar physico-chemical properties to Portland cement, the carbonated EAFRS product might be used as supplementary cementitious materials in blended cement 10 . However, to the best of our knowledge, few research has been focused on both the efficiency of CO 2 mineralization using EARFS, as well as on the utilization of carbonated EAFRS as supplementary cementitious materials in blended cement.
In this research, the negative stereotype of industrial hazardous wastes (e.g., EAFRS) and greenhouse gases (e.g., CO 2 ) was converted to the green resources (e.g., supplementary cementitious materials). With the use of EAFRS, significant quantities of CO 2 in the flue gas can be removed and mineralized as carbonate precipitates via accelerated carbonation. Then, the reacted EAFRS product is further utilized as supplementary cementitious materials in cement mortar. In other words, a waste-to-resource supply chain could be established to achieve a circular economy. The objectives of this study are (1) to determine the performance of flue gas CO 2 mineralization via accelerated carbonation using EAFRS; (2) to evaluate the improvement on physico-chemical properties of EAFRS after accelerated carbonation; (3) to determine the feasibility of utilizing carbonated EAFRS as green construction materials, including the workability, compressive strength and durability; and (4) to estimate the worldwide CO 2 reduction potential by mineralization using iron and steel slags.
Via the concept of waste-to-resource supply chain, one ton of EAFRS from steelmaking industry can be used to mineralize 0.38 tons of CO 2 in the flue gas, corresponding to the carbonation conversion of 83.7%, through an accelerated carbonation process. After carbonation, the reacted EAFRS product is successfully utilized as supplementary cementitious materials, with a substitution ratio of 10%, in cement mortar. Additional benefits from using carbonated EAFRS product in cement mortar, such as reduced leaching potentials of heavy metals, enhanced strength development of mortar, and reduced autoclave expansion, can be realized. We also estimate the global CO 2 reduction potential by applying CO 2 mineralization using iron and steel slags, where the amount of annually direct CO 2 reduction from the flue gas is approximately 0.137 Gt CO 2 .

Results
Flue Gas CO 2 Mineralization via Accelerated Carbonation. Reaction time (i.e., hydraulic retention time), associated with slurry flow rate and rotating speed, is one of the important design parameters for accelerated carbonation in a rotating packed bed reactor, since it is significantly related to carbonation conversion of alkaline wastes, capacity of CO 2 mineralization and energy consumption of process. It also affects the pH value of EAFRS slurry along with operation of experiment. Figure 1(a) to (c) show the trends of pH value of EAFRS slurry during a 40-min accelerated carbonation with different operation conditions. The initial pH value of EAFRS slurry was relatively high (i.e., 10.6-12.9), and began to decrease with reaction time after CO 2 was introduced. After 40-min carbonation, the pH value of EARFS slurry decreased to between 6.5 and 4.5. It is noted that both the dissolution of gaseous CO 2 and the leaching of calcium ions from solid matrix of EAFRS depend on the pH value. According to Eqs [1] to [3], carbonate (CO 3 2− ) is the dominant species in the EAFRS slurry when pH is higher than 10.3, and bicarbonate (HCO 3 − ) is the dominant species in the slurry when pH is between 6.3 to 10.3. Since carbonate is the main species in carbonation reaction, the efficiency of carbonation decreases as the pH value deceases. On the other hand, the leaching of calcium ions increases in a low pH value solute, as shown in Eq. [4]: Therefore, the pH value of EAFRS slurry should be carefully controlled to maximize the carbonation efficiency and capacity. The results indicated that the highest carbonation conversion of EAFRS was about 83.7%, corresponding to a mineralization capacity of 0.38 kg CO 2 per kg EAFRS. Several operating factors, such as slurry flow rate, temperature and rotating speed, play key roles in the performance of accelerated carbonation. For instance, slurry flow rate would influence volumetric mass transfer rate of both liquid-and gas-phase transport phenomena. In general, a higher liquid flow rate would make a thinner liquid film 16 , thereby enhancing the mass transfer between liquid and gas phases based on the two-film theory, as shown in Eq. [5]: where D CO2 (m 2 /s) is the diffusivity of CO 2 species which is a function of temperature 17 , δ is the film thickness (m), and k CO2 is the mass transfer coefficient (m/s). According to our previous study 18 , the gas-phase mass transfer coefficient significantly increased (e.g., from 0.094 s −1 to 0.366 s −1 ) as the gas-to-slurry ratio decreased (e.g., from 20 to 13, respectively, by increasing slurry flow rate). However, as shown in Fig. 1(d), as the slurry flow rate further increased from 0.6 to 1.4 L/min, the carbonation conversion of EAFRS trend to decrease. This was attributed to the fact that the rapid decrease of pH value under a higher slurry flow rate would restrict carbonation reaction and lead to a lower carbonation conversion of EAFRS. Moreover, a higher slurry flow rate would result in a lower residence time of EAFRS slurry in the reactor, thereby decreasing the carbonation conversion. Temperature has a significant influence on the carbonation conversion of EAFRS since it is related to (i) the dissolution of reactive oxide from solid waste into solution, (ii) the solubility of CO 2 into aqueous carbonic species, and (iii) growth and nucleation of carbonate precipitates. For example, under high temperatures, the CO 2 dissolution from the gas phase into the liquid phase is restricted since the Henry's constant (H) is a function of temperature as described by Eq. [6] 19 : where C is the constant for all gases (2400 K for CO 2 ) and T is the temperature (K). In other words, the nucleation and growth of CaCO 3 precipitates were slow due to the solubility of CO 2 was low which is disadvantageous to carbonation reaction. On the other hand, the leaching of calcium ion from EAFRS increased with the increase of temperature, which is beneficial to carbonation reaction. Therefore, as indicated in Fig. 1(e), a range of optimal temperature from 50-55 °C can be found. In contrast to operating at 20 °C, the calcium ions in EAFRS can be rapidly dissolved into the slurry at 55 °C and compensate for the disadvantage of lower CO 2 solubility at higher temperatures. While the temperature was over 55 °C the carbonation conversion of EAFRS started decreasing due to the restricted CO 2 dissolution from the gas phase into the liquid phase. Furthermore, the effect of temperature on pH value was remarkable. The decrease of pH value at high temperatures was much rapid than that at low temperatures.
In addition, since accelerated carbonation is a diffusion control reaction, the effect of rotating speed (i.e., mass transfer rate) on carbonation efficiency should be remarkable. It was observed that the gas-phase mass transfer rate was moderately intensified with an increase of rotor speed 18 . In other words, the mass transfer resistance was reduced as the rotating speed increased. However, a high rotating speed may also cause a reduction in the residence time, resulting in a decrease of carbonation conversion. As shown in Fig. 1(f), the optimal rotating speed for accelerated carbonation of EAFRS should be around 700 rpm. Beyond the optimal point, the contribution of high mass transfer rate would be compensated by the low residence time. In the case of carbonation reaction using basic oxygen furnace slag, the gas-phase mass transfer coefficients varied with the centrifugal acceleration to the 0.33 power 18 , while the liquid-phase mass transfer coefficient was at a scale of 9.23 × 10 −4 s −1 based on the shell mass balance model 20 .
To visualize the carbonation conversion of various operation parameters, the experimental data of accelerated carbonation was further analyzed by the response surface methodology. A D-optimal design was applied to develop a mathematical model of carbonation conversion under various operating conditions, as shown in Eq. [7]: where Y is the carbonation conversion of EAFRS; and A, B, and C is independent coded variables of temperature, slurry flow rate, and rotating speed, respectively. Figure 1(g) shows the comparison of the carbonation conversion estimated by the developed model with the experimental data, which indicates that the conversion predicted by the developed model are similar to the experimental value. It was also found that the influence of temperature on carbonation conversion was the most significant (p < 0.001). According to the developed model, the maximal conversion of EAFRS should be 86.3% (as shown in Fig. 1(h)), corresponding to a mineralization capacity of 0.394 kg CO 2 per kg EAFRS, at 49.2 °C with a rotating speed of 733 rpm and a slurry flow rate of 0.6 L/min (as shown in Fig. 1(i)). It was noted that, in addition to temperature, slurry flow rate, and rotating speed, the CO 2 concentration in the feed gas stream would affect the accelerated carbonation rate and the CO 2 fixation capacity of slags 21,22 . In practice, the CO 2 concentration of the flue gas in the steel industry typically ranges from 10% to 30%. For the sake of comparison, additional experiments of CO 2 mineralization using EAFRS were operated at a representative CO 2 concentration of ~30%. With similar operating conditions, the fixation capacity of EAFRS was found to be approximately 0.25 kg CO 2 per kg of EAFRS, while the corresponding carbonation conversion of EAFRS was about 57.1% with a slurry flow rate of 0.75 L/min at 60 °C. Improvement on Physico-Chemical Properties of Alkaline Wastes. Accelerated carbonation exhibits the potency of upgrading the physico-chemical properties of alkaline wastes, e.g., high alkalinity and heavy metal leaching. Figure 2 shows the scanning electron microscope (SEM) photos of both the fresh and carbonated EAFRS. Before carbonation, the surface of fresh EAFRS was smooth and flat, as shown in Fig. 2(a) and (b). Compared to the fresh EAFRS, a layer of white material was observed to accumulate on the surface of the carbonated EAFRS, as shown in Fig. 2(c) and (d). The cubic particles with sizes ranging from 1 to 2 μm in diameter were composed primarily of Ca, O, and C (according to the energy-dispersive X-ray spectroscopy (EDX) analyses), which indicated a calcium carbonate composition. The reaction product was also characterized by X-ray diffraction (XRD), as shown in Fig. S1. The main crystal phases of fresh EAFRS were Ca 2 SiO 4 (calcio-olivine), Ca 2 SiO 5 (dicalcium silicate), Ca(OH) 2 (portlandite), and CaO f (lime). After carbonation, a significant increase of peak intensities for CaCO 3 (calcite) was observed, while peaks for both Ca(OH) 2 and CaO f were eliminated. This indicated that the Ca-bearing phases in EAFRS were the main reacting components with CO 2 to form the carbonate minerals, where the mechanisms can be briefly described as Eqs [8] and [9]: After carbonation, the precipitate products (e.g., CaCO 3 ) can form a protective layer on the surface of EAFRS, thereby preventing leaching of heavy metals into the solution. Table 1 presents the toxicity characteristic leaching procedure (TCLP) test of fresh and carbonated EAFRS, associated with the limits by regulations in Taiwan. TCLP is an essential indicator for utilizing the carbonated product as construction materials. The results indicate that several metal and non-metal elements in EAFRS can be inhibited from leaching into solution after carbonation. For example, a significant reduction of barium (Ba) ions leaching was achieved after carbonation, e.g., from 0.601 mg/L (in fresh EAFRS) to 0.377 mg/L (in carbonated EAFRS), respectively. The leaching of elements such as selenium (Se) and arsenic (As) with trace leaching concentrations of 0.006 and 0.004 mg/L from fresh EAFRS, respectively, were slightly reduced after carbonation. It thus suggests that the heavy metals in EAFRS can be successfully restricted from leaching into solution via accelerated carbonation. On the other hand, the formed CaCO 3 protective layer may reduce further diffusion of CO 2 through the EAFRS, thereby causing the decrease of CO 2 adsorption ability and carbonation rate. Several studies have been conducted to evaluate the effect of protective product layer on the reaction kinetics 23 . For instance, in the case of accelerated carbonation, since the thickness of product layer was typically much smaller than the particle size of EAFRS, the reduced reaction rate would be neglected 24 .
Accelerated carbonation can upgrade the chemical properties of EAFRS, which is beneficial to subsequent utilization as construction materials in blended cement or concrete. Table 2 presents the chemical properties of EAFRS with various carbonation conversions and their associated properties as supplementary cementitious materials with a substitution ratio of 10% in blended cement clinker. The results indicated that, after carbonation, the contents of SiO 2 , MgO and CaO in EAFRS increased while the SO 3 decreased significantly. Also, no presence of CaO f was observed in the carbonated EAFRS, which is beneficial to preventing the cement mortar from expanding in a moist environment. On the other hand, the changes in chemical properties will have an influence on the performance of blended cement. The main components in the ordinary portland cement (OPC) were found to be CaO, SiO     On the other hand, the effect of carbonation conversion on initial and final setting time of blended cement mortar was remarkable. In general, the addition of supplementary cementitious materials in cement mortar would slightly increase setting time, which is attributed to the cement dilution effect. In this study, the setting time of paste with fresh EAFRS did not increase significantly in comparison with the OPC. In contrast, the setting time of blended cement mortar with carbonated EAFRS decreased as the carbonation conversion increased. This may be attributed that the nucleation sites of EAFRS increases significantly after the carbonation reaction, leading to formation of more hydration products. The well-crystalline CaCO 3 particles on the surface of carbonated EAFRS can act as seeds for the nucleation of calcium silicate hydrates (CSH), thereby accelerating the formation of the major cement hydration. Additionally, the increased silica ratio after carbonation, to the range of 1.29-1.32, could lead to the reduction in setting time of the mortar. Furthermore, the content of SO 3 in the cement plays an important role in the compressive strength development. In generally, 2-3% should be the optimum SO 3 content for cement. Once beyond that (i.e., >4%), compressive strength of cement mortar starts to decline, particularly at early ages. In this study, the content of SO 3 in cement mortar met the aforementioned criteria.

Utilization of Carbonated EAFRS as Green Construction Materials.
The performance of utilizing the carbonated EARFS product as supplementary cementitious materials in blended cement mortar, including compressive strength and autoclave expansion, was evaluated, as shown in Fig. 3. In general, the compressive strength increased continuously with the curing age till 28 days, while only a slight increment was observed from 28 to 56 days. The hydration reaction begins after the water is mixed with OPC. As long as the reaction time increases, the hydration product increases as well, thereby enhancing the compressive strength of cement mortar. It is noted that the compressive strength of cement is determined by the mineralogical composition of mortar, such as Ca 3 SiO 5 (C 3 S), Ca 2 SiO 4 (C 2 S), Ca 3 Al 2 O 6 (C 3 A), and Ca 4 Al 2 Fe 2 O 10 (C 4 AF). For instance, triclinic (C 3 S) contributes to the initial strength development for the early 28 days, while dicalcium silicate (C 2 S) contributes to the ultimate strength for at least one year 25 . Tricalcium aluminate (C 3 A) provides strength for the early stage hydration but few for late stage.
The compressive strengths of all fresh (F-) and carbonated (C-) EAFRS specimen could meet the American Society for Testing and Materials (ASTM) requirements at 3 and 7 days, as shown in Fig. 3(a) and (b), respectively. In general, the C-EAFRS exhibits relatively higher compressive strength than the F-EAFRS, especially at early ages. In the case of C-EAFRS, additional sites for nucleation of the hydration product could be provided due to its high surface area, resulting in a higher compressive strength. It thus suggests that the use of C-EAFRS as supplementary cementitious materials in cement mortar would enhance the mechanical properties to a greater degree than using F-EAFRS.
Compared to blended cement mortar with fresh and carbonated EAFRS substitution, the OPC mortar generally exhibits higher compressive strength at all curing ages. Only at the curing age of 28 days, the blended cement mortar with C-EAFRS (i.e., C-EAFRS-2, C-EAFRS-3 and C-EAFRS-4) obtained higher compressive strength than that with OPC and F-EAFRS, as shown in Fig. 3(c). This might be attributed to the interaction of C 3 A (in OPC) and CaCO 3 (in C-EAFRS), resulting in the formation of calcium carboaluminate hydrate (C 3 A·CaCO 3 ·11 H) and C 3 A·0.5CaCO 3 ·0.5Ca(OH) 2 ·11.5 H, as shown in Eq. [10]. The calcium carboaluminate hydrate could contribute to a higher mechanical strength.

Items Unit OPC F-EAFRS C-EAFRS-1 C-EAFRS-2 C-EAFRS-3 C-EAFRS-4
Chemical properties  where H represents H 2 O. On the other hand, the C 3 A hydration would generate a great amount of hardening heat, which might lead to a negative effect on the compressive strength. The resulted hardening heat would weaken the cement matrix bond with microcrack formation, slightly decreasing the compressive strength on 56 days, as shown in Fig. 3(d). Therefore, there is a trade-off between the initial and ultimate compressive strength, which should be addressed by formulating appropriate ratios of key cementitious compositions (e.g., C 3 S, C 2 S, and C 3 A) with the carbonate products (largely related to the substitution ratios and carbonation conversion of C-EAFRS).
Regarding the volume stability of cement mortar, the autoclave soundness test can provide an index of potential delayed expansion caused by the hydration of free lime (CaO f ), when they present in hydraulic cement. It is noted that the CaO f in fresh EAFRS would react with moisture in the air to form Ca(OH) 2 , thereby causing volume expansion. Figure 3(e) and (f) show the specimens and results of autoclave soundness expansion for cement mortars with EAFRS of different carbonation conversions, respectively. The results indicated that the effluence of EAFRS on autoclave expansion was not remarkable. The maximal expansion of blended cement mortar was only 0.076% in the case of C-EAFRS-2. All results of autoclave soundness expansion of cement mortar could reach the ASTM C 150 standard, i.e., less than 0.8%.

Potency of Worldwide CO 2 Reduction. A district green supply chain can be established by considering
the iron and steel industry as a district supply center of green resources. The worldwide crude steel production in 2016 was approximately 1628 Mt, where the percentages of oxygen furnace and electric furnace were 74.3% and 25.3%, respectively 26 . In other words, significant quantities of iron and steel slags will be generated along the steelmaking process. Figure 4 estimates the worldwide potency of annual direct CO 2 reduction by establishing the waste-to-resource supply chain exemplified by iron and steel slags. The amount of worldwide reduction by CO 2 mineralization using iron and steel slags was approximately 137.5 Mt per year, contributing to a reduction of the global anthropogenic CO 2 emissions (i.e., ~36 Gt of CO 2 per year) by 0.38%. The Asia Pacific area exhibits the greatest potential of direct CO 2 reduction, i.e., around 94.9 Mt of CO 2 per year, followed by the Europe (i.e., about 16.9 Mt of CO 2 per year). In particular, China possesses the largest annual CO 2 reduction potential of 74.9 Mt, although it also contributes a great amount of anthropogenic CO 2 emissions annually. The second large potential of CO 2 reduction is Japan at about 9.2 Mt CO 2 per year.

Discussion
The chemical compositions of EAFRS largely affect the performance of CO 2 mineralization, as well as the subsequent utilization as supplementary cementitious materials in cement mortar. For CO 2 fixation, both Ca-and Mg-bearing species are usually considered as the major reactive components to form carbonate precipitates. Typical reaction temperature and CO 2 pressure for the formation of MgCO 3 via aqueous carbonation should be higher than 144 °C and 100 kg/cm 2 , respectively 27 . Therefore, in this study, the potency of MgCO 3 formation could be neglected due to its relatively low operating temperature and pressure of CO 2 . Other components in EAFRS, such as SiO 2 , Al 2 O 3 , Fe 2 O 3 , and SO 3 , do not contribute to CO 2 fixation. However, for utilization of EAFRS in cement mortar, the content of SiO 2 in EAFRS would contribute to pozzolanic activity of cement mortars, which is highly related to strength development. Similarly, Al 2 O 3 may cause the change in viscosity of blended cement or concrete pastes, affecting their self-leveling and pumping behavior, as well as related to solid particles segregation.
In this study, we report an integrated approach to mineralizing CO 2 in the flue gas as carbonate precipitates via accelerated carbonation, while utilizing the reacted product as supplementary cementitious materials in cement mortar. Under this framework, a waste-to-resource supply chain could be established toward a circular economy, as shown in Fig. 5. The maximum carbonation conversion of 86.3%, corresponding to a capacity of 0.38 t-CO 2 per ton of EAFRS, can be obtained at 55 °C. In addition, the use of carbonated EAFRS as supplementary cementitious  materials in cement mortars exhibited superior performance on the workability, mechanical strength development, and durability to that of using fresh EAFRS. Moreover, the leaching potentials for several heavy metals (e.g., Ba, Se, and As) from EAFRS were significantly reduced after carbonation.
However, the amounts of CO 2 fixation by the mineralization process could be offset by the energy usage of the process (e.g., grinding unit, reactor, agitator, slurry pump and heater) since electricity generation may cause additional CO 2 emissions. Therefore, the net CO 2 fixation amounts of the entire waste-to-supply chain should be critically evaluated by the life cycle assessment. It is worth mentioning that cement production is a CO 2 -intensive process, in which roughly 0.73-1.00 tons of CO 2 are generated for one ton of cement production 28 . By utilization of the carbonated EAFRS as supplementary cementitious materials, a significant amount of CO 2 emission could be indirectly avoided. This would contribute more to the reduction of total CO 2 emissions than mineralization. Thus, increasing the substitution ratio of reacted EAFRS in cement mortar while meeting the ASTM requirement for essential characteristics, functions and qualities became more critical to maximize the overall CO 2 mitigation capacity.
From the perspective of material flow, a huge amount of water is needed to enhance the reaction kinetics of accelerated carbonation. On the other hand, freshwater stress and scarcity are two of the most challenging issues caused by climate change, rapid population growth, and urbanization. Therefore, utilizing industrial wastewater should be a resource-efficient approach to CO 2 minimization via accelerated carbonation, especially for the industries in water-scarce regions. It is noted that the chemical properties of industrial wastewater can be upgraded after accelerated carbonation via several mechanisms, such as neutralization and precipitation. In this work, the pH value of EARFS slurry was found to decrease to 4.5-6.5 after 40-min carbonation.
To achieve a circular economy, the utilization of industrial solid wastes should be considered as one of the available demonstration portfolio for establishing the waste-to-resource supply chain. It is noted that the worldwide CO 2 reduction by mineralization using iron and steel slags (only) is approximately 0.137 Gt per year, corresponding to a global CO 2 emission reduction by 0.38%. In addition to iron and steel slags, there are numerous industrial alkaline solid wastes, such as cement kiln dust, municipal solid waste incinerator ashes, air pollution control ashes, shell ashes and sludge, that can be used for CO 2 mineralization and utilization. On the other hand, the reacted product can be used as substitution materials in cement/concrete, which can further contribute to a more significant amount of indirect CO 2 reduction. Therefore, the overall potential of CO 2 reduction should be critically assessed by considering both the direct portions (via the mineralization process) and indirect avoidance (due to the product utilization) of CO 2 reduction. Future research should focus on technology evaluation, including life cycle assessment, techno-economic analysis, and waste-water-energy nexus, for system optimization.

Materials.
In this study, EAFRS was provided by Tung Ho Steel Enterprise Corporation, Taiwan. The EAFRS was crushed into smaller debris and then milled into fine particles by a ball-mill machine. Afterwards, the EAFRS was sieved to a particle size less than 15 µm and then dried in an oven at 105 °C overnight to eliminate moisture. The components in EAFRS include CaO (56.4%), SiO 2 (26.6%), Al 2 O 3 (6.3%), MgO (5.3%), Fe 2 O 3 (2.0%), SO 3 (1.1%), and free lime (CaO f , 0.8%). For the CO 2 mineralization experiments, de-ionized (DI) water with 18.2 MΩ/cm was used to form the EAFRS slurry. High-pressure CO 2 and N 2 gases (with a purity of 99.5%) were purchased from Ching-Feng Gas Corporation, Taiwan. For the product utilization experiments, the physico-chemical properties of OPC were checked in compliance with ASTM C150 specifications. Graded standard sand (Ottawa sand) following ASTM C778 was used to prepare mortar specimens. CO 2 Mineralization through Accelerated Carbonation. In this study, CO 2 mineralization through accelerated carbonation of EAFRS was conducted in a rotating packed bed reactor, known as a high-gravity carbonation process. It was noted that the carbonation conversion of basic oxygen furnace slag can be significantly improved within a short reaction time at ambient temperatures and pressure 12 . Stainless steel wire was used as a packing material in the rotating packed bed reactor. The reactor, with an inner and outer radius of 0.077 and 0.165 m, respectively, can be operated at a rotating speed up to 1,800 rpm. The packing zone had an axial height of 0.020 m.
The EAFRS is well-mixed with DI water to form EAFRS slurry at a liquid-to-solid (L/S) ratio of 25 mL/g. When the experiment begins, CO 2 gas flows into the reactor, and then carbonation reaction begins; at the same time, the slurry will pump into the reactor for further reaction. The gas flow rate was 2.5 L/min with a CO 2 concentration of 99.9 vol% at a pressure of 1.03 kg/cm 2 . The ranges of variable parameters for temperature, EAFRS slurry flow rate and rotating speed were 25-80 °C, 0.6-1.5 L/min, and 300-1,100 rpm, respectively. The samples were taken at 1, 2, 3, 4, 5, 7.5, 10, 15, 20, 30 and 40 mins, and then dried in an oven at 105 °C overnight to eliminate moisture. Afterward, the carbonation conversion of EAFRS samples was analyzed by thermogravimetric analysis (TGA).

Preparation of Cement Mortar with EAFRS.
In this study, blended cement mortars were prepared by mixing with fresh or carbonated EAFRS at a substitution ratio of 10%. Different carbonation conversions of EAFRS (i.e., 0.7%, 1.0%, 4.0%, 8.0%, and 16.0%) were blended in cement mortar for evaluating the performance of compressive strength and autoclave expansion. To maintain consistent workability in cement pastes, a standard flow of 110 ± 5%, as specified by ASTM C230, was maintained by adjusting the quantity of mixing water in a blended cement mortar. For evaluation of compressive strength, the standard sand was mixed with cement and EAFRS to become a paste, and then put into cubic molds with a size of 5 mm × 5 mm × 5 mm. The molds were cured for 24 h to set the specimens, and then the cubic specimens were demolded afterward. The cubic specimens were cured in a saturated lime solution at room temperature for time intervals of 3, 7, 28, and 56 days, which were used for compressive strength testing.
Performance Evaluation of Blended Cement Mortars. The determination of setting time for cement blended was in accordance with ASTM C191 using a Vicat needle. The initial and final setting times should be no less than 45 min and no more than 7 h, respectively. Compressive strength is one of the most important mechanical property of blended cement mortar. The ASTM C109/C109M for minimal compressive strength at 3 and 7 days are 12.0 and 19.0 MPa, respectively (i.e., 1760 and 2760 psi, respectively). In this study, the mass ratio of sand, OPC and supplementary cementitious materials in blended cement mortar was 2.75: 0.90: 0.10, and all blended cement mortars were cured in a saturated lime solution for 56 days. For the control group, a cube paste with 100% OPC type I (i.e., no replacement using EAFRS) was prepared. On the other hand, autoclave expansion is one of the useful indicators for the stability of construction materials. The ASTM C151 requirement for portland cement specifies a maximum autoclave expansion of 0.80%. In the autoclave expansion tests, cement paste bars were first cured at room temperature for 24 h, and then placed in an autoclave equipment with the steam pressure of 2.00 ± 0.07 MPa at 216 ± 2 °C for 3 h.
Analytical Techniques. After CO 2 mineralization experiments, the sampled EAFRS slurry was treated by vacuum filtration and then dried in an oven to 105 °C. Then, TGA (STA6000, PerkinElmer) was used to determine the carbonation conversion of EAFRS. The EAFRS sample was heated directly from 50 to 950 °C at a heating rate of 10 °C per min. The chemical composition, mineralogy and microstructure of EAFRS before and after carbonation were evaluated by XRF (PW2430, Phillips), XRD (Bruker D8), and SEM (JSM-4500, JEOL), respectively. The distributions of elements on the surface of fresh and carbonated EAFRS were detected using energy-dispersive X-ray (EDX) spectroscopy. The EDX can be employed for characterizing the formed CaCO 3 during the carbonation reaction. In addition, the toxicity characteristic leaching procedure (TCLP) for fresh and carbonated EAFRS was carried out. The leaching limits for hazardous industrial wastes, specified by NIEA R201.14 C, as well as green building material, regulated by the Taiwan Architecture & Building Center, were used to determine if the product could be utilized as a construction material.
Estimate of Worldwide CO 2 Reduction Potency. World maps of CO 2 emissions, as well as the CO 2 reduction potential contributed by carbon mineralization of steel slags were compiled using Geographic Information Systems (GIS) software ArcGIS (v. 10.2; http://www.esri.com/) 29 . The World spatial boundary GIS data is from the Open Database of GADM (v. 2.0; http://www.gadm.org/) 30 . The International Energy Agency (IEA) provided CO 2 emissions by regions and countries 31 . The information of worldwide production of crude steel, as well as oxygen furnace and electric furnace slags in 2016 was gathered from the World Steel Association 26 . The CO 2 reduction potential contributed by carbon mineralization of steel slags, including blast furnace slag, basic oxygen furnace slag and electric arc furnace slag, was estimated by multiplying their annual production with the maximum achievable carbonation conversion obtained in this study and those in the literature 7 .
Data Statement. Readers can access the data via contact to the authors.