The LCA results are organized into separate sections based on the cradle-to-grave and cradle-to-cradle approaches. These sections include discussions on the environmental impacts of the materials, material weight changes due to the structural design, the influence of the horizontal and vertical structural elements, and the role of the materials in reuse and recycling in embodied carbon emissions.
3.1. Results of the Cradle-to-Grave Approach
This section summarizes the results of life cycle stages A1 to A5, C2, and C3.
Table 3 presents and compares the embodied carbon emission results of the seven structural cases across the life cycle stages considered in this study. The embodied carbon results, expressed in kg CO
2-eq., are normalized by the total gross floor area to determine the cumulative embodied carbon per unit floor area over the entire building life.
In general, the steel frame structural options exhibited lower embodied carbon emissions compared to the RC options. The total embodied carbon intensities of Steel 1 and Steel 2 were 141.7 kg CO
2-eq./m
2 and 155.1 kg CO
2-eq./m
2, respectively, both of which were lower than that of Steel 3. The structural analysis results in
Section 2.1.1 indicated that Steel 3 was the least effective option, Steel 1 was the most efficient, and Steel 2 fell in between. This suggests that optimizing material weight while maintaining structural performance is a critical factor in reducing environmental impacts.
However, while Steel 1 and Steel 2 had lower total embodied carbon than RC, which measured 166 kg CO2-eq./m2, Steel 3 had an embodied carbon intensity of 170.3 kg CO2-eq./m2, which was 4.3 kg CO2-eq./m2 higher than RC, despite RC having a significantly greater total material weight. This discrepancy arises primarily from the embodied carbon per unit volume during the material production stage in the EPDs. Steel has significantly higher embodied carbon than concrete due to its high-temperature processing requirements, which results in greater embodied energy and carbon emissions. Consequently, this study highlights the importance of considering both total material weight and the impact of the material production processes when assessing environmental impacts. Further details on material weight will be discussed in later sections.
All the CP options produced the lowest embodied carbon emission results, indicating that an optimized composite structural design incorporating both concrete and steel can reduce carbon emissions compared to mono-material structural designs. Additionally, the use of recycled materials in concrete further reduced emissions. The embodied carbon emissions of the RC-R decreased to 8.1 kg CO2-eq./m2 compared to the RC, while the values for the CP-R decreased to 7 kg CO2-eq./m2 compared to the CP, representing reductions of 4.9% and 5.7%, respectively.
The emissions from substages A4 and A5 were highly influenced by the predominant materials used in each structural option. The options with higher concrete consumption exhibited higher embodied carbon emission results in these two substages compared to the steel frame structures. The differences in results become more pronounced when analyzed across individual life cycle stages.
Figure 10 presents a comparative analysis of the embodied carbon emission results for the seven structural cases, expressed as a percentage (%) of the total embodied carbon emission for each option. This approach highlights the relative impact of each stage within the analysis framework.
The results clearly indicate that the material production stage constitutes the largest share of total embodied carbon across all cases. The emissions from the production stage accounted for more than 90% of the total embodied carbon in all three steel frame structural cases, while the RC cases showed slightly lower values at 85.5% and 86%. The CP cases exhibited marginally lower percentages than 90%, with values of 89.5% and 89.7%. These variations were influenced by the emissions from the construction stage, particularly the transportation stage (A4) from the material production site to the construction site. In the RC options, the emissions from this stage accounted for 11.4% to 11.8% of the total embodied carbon, whereas the steel options contributed less than 5% of the total embodied carbon.
The end-of-life stage showed very similar percentage distributions across all the structural options, with its impact being marginal compared to other stages, based on the assumptions in this study.
The study also focused on analyzing the impact of each horizontal and vertical structural element on the embodied carbon emissions.
Table 4 summarizes the total embodied carbon emissions of all the structural options based on the structural classifications. The emissions are categorized into vertical and horizontal elements. The vertical elements include all the structural columns and vertical shear walls in the CP options, while the horizontal elements consist of all the horizontal steel beams, RC beams, and RC slabs.
With the exception of the CP cases, all the steel frame and RC structures indicated that the horizontal structural elements were the primary contributors to the embodied carbon. Notably, the horizontal elements in the RC cases exhibited a significantly higher share of the embodied carbon emissions compared to the vertical elements.
In contrast, the CP cases showed that the vertical elements contributed more to the embodied carbon emissions. This is primarily due to the vertical RC shear walls and the outrigger truss system implemented between levels 44 and 46, which significantly reduced the weight of the horizontal steel beams.
Figure 11 presents a comparative analysis of the embodied carbon emissions across all the analyzed structural cases, expressed as percentages of the total embodied carbon based on structural classifications. As noted earlier, due to the total weight of the RC slabs in the RC cases, the horizontal structural elements accounted for 82% of the total embodied carbon in these cases. Similarly, the steel cases indicate that 61.54% to 66.72% of the embodied carbon was attributed to the horizontal structural elements. However, in the CP cases, only approximately 42% of the total embodied carbon was associated with the horizontal elements.
Among the steel frame cases, the embodied carbon emissions increased as the structural weight increased. Therefore, the material quantity is a significant factor contributing to environmental impacts. However, the absolute total weight of the materials used does not solely determine the level of embodied carbon emissions.
Figure 12 presents the total mass of the materials used for all the cases, showing that the RC cases had approximately 83,200,000 kg of total material mass—656% higher than that of the Steel 3 case, which exhibited the highest embodied carbon emissions among the seven structural cases. This discrepancy arises because the global warming potential (GWP) data for stages A1 to A3 in the steel EPD used in this analysis is 1.17 kg CO
2-eq./kg, whereas the GWP for the mixed concrete EPD is 0.161 kg CO
2-eq./kg. This significant difference is due to the fact that concrete is primarily composed of abundant natural materials, including water, sand, and aggregate, which have lower energy-intensive extraction processes. Additionally, steel requires very high-temperature processing, typically reaching up to 1500 °C, resulting in higher embodied energy during the production stage.
Due to the disparity in environmental impact between the two materials, although the total material quantity of the CP cases is higher than that of the steel cases, the total embodied carbon emission intensity of the CP was 20.9 kg CO2-eq./m2 lower than that of Steel 1, which had the lowest embodied carbon emissions among the steel cases. In the CP cases, the total mass of the vertical structures accounted for 87% of the total material mass, while the emissions from these vertical structures contributed to 42% of the total embodied carbon. This discrepancy is attributed to the presence of vertical shear walls in these cases.
Figure 13 presents a comparative summary of the total embodied carbon emissions, expressed as percentages, ranging from the highest-emission case, Steel 3, to the lowest emission case, CP-R. While Steel 3 exhibited the highest environmental impact, exceeding even the RC cases, Steel 1 and Steel 2 demonstrated reductions of 16% and 8.9%, respectively, compared to Steel 3. The CP cases showed the greatest reductions, with a 29.8% decrease when conventional concrete was used and a 33.1% decrease when concrete containing 10% and 20% recycled binders in cement was used.
3.2. Results of the Cradle-to-Cradle Approach
Both concrete and steel can be recycled and reused. Although concrete has a lower potential for recycling and reuse compared to steel, both materials can significantly reduce their environmental impact when repurposed. To assess their benefits within the cradle-to-cradle approach, an additional LCA was conducted, incorporating Module D, which accounts for benefits and loads beyond the system boundary.
As previously mentioned, this assessment relied on Module D data from the EPDs used in this study. Therefore, this section assumes a theoretical recycling or reuse scenario for preliminary assessment purposes. A benefit of 2.15 kg CO2-eq./kg was applied when steel materials were recycled or reused, while 0.0039 kg CO2-eq./kg was applied to Module D for concrete materials.
Figure 14 illustrates the total embodied carbon intensity based on the cradle-to-grave approach, the embodied carbon benefits from recycling and reuse, and the projected embodied carbon intensity under the cradle-to-cradle approach for all seven cases. When recycling and reuse were theoretically fully applied, all the steel cases exhibited significant carbon-negative results, indicating that more carbon could be removed from the atmosphere than was emitted during construction.
While the concrete continued to emit carbon after recycling due to its lower recycling potential compared to the steel, the results still showed significant improvement. The CP cases demonstrated carbon-neutral potential.