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A method of uncertainty analysis for whole-life embodied carbon emissions (CO2-e) of building materials of a net-zero energy building in Australia

Journal Article


Abstract


  • The construction of new buildings requires the use of a substantial amount of materials, which have an

    associated embodied energy for manufacturing, transport, construction and end-of-life disposal. A

    number of inventories have been developed to collate the typical embodied energy or carbon emissions

    associated with different building materials and activities, and these can be used to quantify the environmental

    impacts of different construction methods. However, uncertainty exists in the estimation of

    embodied CO2-e emissions and other environmental impact results, due to i) inconsistencies in typical

    embodied carbon emissions values in inventories; ii) errors in estimations of material quantities; iii)

    assumptions regarding building lifetimes, and iv) errors in estimations of transport distances.

    This current study quantified the uncertainties associated with the calculation of lifetime CO2-e

    emissions in a case study net-zero, in terms of operational energy, educational building. This study

    examined the lifetime impacts of building materials for the building based on a detailed Life Cycle

    Assessment (LCA) that had been previously undertaken for this site. The study considered the 19 building

    materials which most heavily influenced the total, transport and recurring embodied carbon footprint of

    the building and a probability distribution was generated to represent the variability for each of the

    following uncertain parameters: Lifetime, Embodied CO2-e and transport distance over the building's life.

    Random sampling was used to generate input variables (1000 samples) based on a probability distribution

    of each uncertain parameter relative to the building materials. Through the use of a Monte Carlo

    simulation, the environmental impact for each construction material for a 50-year building lifetime was

    predicted. Unlike the conventional LCA approach, which provides a single deterministic value, cumulative

    Monte Carlo distribution curves were used to provide a range of embodied CO2-e emissions for

    each construction material, and the whole building, through the lifetime of the building. The obtained

    results revealed a distribution of the total embodied CO2-e of a building which ranged from 2951 tCO2-e

    to 5254 tCO2-e. This variation in the life cycle carbon emissions highlights the importance of considering

    an uncertainty analysis in the LCA analysis.

Publication Date


  • 2019

Citation


  • Robati, M., Daly, D. & Kokogiannakis, G. (2019). A method of uncertainty analysis for whole-life embodied carbon emissions (CO2-e) of building materials of a net-zero energy building in Australia. Journal of Cleaner Production, 225 541-553.

Scopus Eid


  • 2-s2.0-85063989956

Number Of Pages


  • 12

Start Page


  • 541

End Page


  • 553

Volume


  • 225

Place Of Publication


  • Netherlands

Abstract


  • The construction of new buildings requires the use of a substantial amount of materials, which have an

    associated embodied energy for manufacturing, transport, construction and end-of-life disposal. A

    number of inventories have been developed to collate the typical embodied energy or carbon emissions

    associated with different building materials and activities, and these can be used to quantify the environmental

    impacts of different construction methods. However, uncertainty exists in the estimation of

    embodied CO2-e emissions and other environmental impact results, due to i) inconsistencies in typical

    embodied carbon emissions values in inventories; ii) errors in estimations of material quantities; iii)

    assumptions regarding building lifetimes, and iv) errors in estimations of transport distances.

    This current study quantified the uncertainties associated with the calculation of lifetime CO2-e

    emissions in a case study net-zero, in terms of operational energy, educational building. This study

    examined the lifetime impacts of building materials for the building based on a detailed Life Cycle

    Assessment (LCA) that had been previously undertaken for this site. The study considered the 19 building

    materials which most heavily influenced the total, transport and recurring embodied carbon footprint of

    the building and a probability distribution was generated to represent the variability for each of the

    following uncertain parameters: Lifetime, Embodied CO2-e and transport distance over the building's life.

    Random sampling was used to generate input variables (1000 samples) based on a probability distribution

    of each uncertain parameter relative to the building materials. Through the use of a Monte Carlo

    simulation, the environmental impact for each construction material for a 50-year building lifetime was

    predicted. Unlike the conventional LCA approach, which provides a single deterministic value, cumulative

    Monte Carlo distribution curves were used to provide a range of embodied CO2-e emissions for

    each construction material, and the whole building, through the lifetime of the building. The obtained

    results revealed a distribution of the total embodied CO2-e of a building which ranged from 2951 tCO2-e

    to 5254 tCO2-e. This variation in the life cycle carbon emissions highlights the importance of considering

    an uncertainty analysis in the LCA analysis.

Publication Date


  • 2019

Citation


  • Robati, M., Daly, D. & Kokogiannakis, G. (2019). A method of uncertainty analysis for whole-life embodied carbon emissions (CO2-e) of building materials of a net-zero energy building in Australia. Journal of Cleaner Production, 225 541-553.

Scopus Eid


  • 2-s2.0-85063989956

Number Of Pages


  • 12

Start Page


  • 541

End Page


  • 553

Volume


  • 225

Place Of Publication


  • Netherlands