A review of bottom-up building stock models for energy consumption in the residential sector
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Kavgic, M.Mavrogianni, A.
Mumovic, D.
Summerfield, A.
Stevanović, Žarko M.
Đurović-Petrović, M.
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Efficient and rational implementation of building stock CO(2) emission reduction strategies and policies requires the application of comprehensive building stock models that have the ability to: (a) estimate the baseline energy demand of the existing building stock, (b) explore the technical and economic effects of different CO(2) emission reduction strategies over time, including the impact of new technologies, and (c) to identify the effect of emission reduction strategies on indoor environmental quality. The aims of this paper are fourfold: (a) to briefly describe bottom-up and top-down methods and overview common bottom-up modelling techniques (statistical and building physics based), (b) to critically analyse the existing bottom-up building physics based residential energy models focusing on their purposes, strengths, and shortcomings, (c) to compare five building physics based bottom-up models focusing on the same building stock - UK case study, and (d) to identify the next gener...ation of coupled energy-health bottom-up building stock models. This paper has identified three major issues which need to be addressed: a) the lack of publicly available detailed data relating to inputs and assumptions, as well as underlying algorithms, renders any attempt to reproduce their outcomes problematic, b) lack of data on the relative importance of input parameter variations on the predicted demand outputs, and c) uncertainty as to the socio-technical drivers of energy consumption - how people use energy and how they react to changes in their home as a result of energy conservation measures. (C) 2010 Elsevier Ltd. All rights reserved.
Keywords:
Bottom-up building physics stock models / Residential energy use / CO(2) emission reduction strategiesSource:
Building and Environment, 2010, 45, 7, 1683-1697
DOI: 10.1016/j.buildenv.2010.01.021
ISSN: 0360-1323
WoS: 000276424600013
Scopus: 2-s2.0-77649239082
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VinčaTY - JOUR AU - Kavgic, M. AU - Mavrogianni, A. AU - Mumovic, D. AU - Summerfield, A. AU - Stevanović, Žarko M. AU - Đurović-Petrović, M. PY - 2010 UR - https://vinar.vin.bg.ac.rs/handle/123456789/3973 AB - Efficient and rational implementation of building stock CO(2) emission reduction strategies and policies requires the application of comprehensive building stock models that have the ability to: (a) estimate the baseline energy demand of the existing building stock, (b) explore the technical and economic effects of different CO(2) emission reduction strategies over time, including the impact of new technologies, and (c) to identify the effect of emission reduction strategies on indoor environmental quality. The aims of this paper are fourfold: (a) to briefly describe bottom-up and top-down methods and overview common bottom-up modelling techniques (statistical and building physics based), (b) to critically analyse the existing bottom-up building physics based residential energy models focusing on their purposes, strengths, and shortcomings, (c) to compare five building physics based bottom-up models focusing on the same building stock - UK case study, and (d) to identify the next generation of coupled energy-health bottom-up building stock models. This paper has identified three major issues which need to be addressed: a) the lack of publicly available detailed data relating to inputs and assumptions, as well as underlying algorithms, renders any attempt to reproduce their outcomes problematic, b) lack of data on the relative importance of input parameter variations on the predicted demand outputs, and c) uncertainty as to the socio-technical drivers of energy consumption - how people use energy and how they react to changes in their home as a result of energy conservation measures. (C) 2010 Elsevier Ltd. All rights reserved. T2 - Building and Environment T1 - A review of bottom-up building stock models for energy consumption in the residential sector VL - 45 IS - 7 SP - 1683 EP - 1697 DO - 10.1016/j.buildenv.2010.01.021 ER -
@article{ author = "Kavgic, M. and Mavrogianni, A. and Mumovic, D. and Summerfield, A. and Stevanović, Žarko M. and Đurović-Petrović, M.", year = "2010", abstract = "Efficient and rational implementation of building stock CO(2) emission reduction strategies and policies requires the application of comprehensive building stock models that have the ability to: (a) estimate the baseline energy demand of the existing building stock, (b) explore the technical and economic effects of different CO(2) emission reduction strategies over time, including the impact of new technologies, and (c) to identify the effect of emission reduction strategies on indoor environmental quality. The aims of this paper are fourfold: (a) to briefly describe bottom-up and top-down methods and overview common bottom-up modelling techniques (statistical and building physics based), (b) to critically analyse the existing bottom-up building physics based residential energy models focusing on their purposes, strengths, and shortcomings, (c) to compare five building physics based bottom-up models focusing on the same building stock - UK case study, and (d) to identify the next generation of coupled energy-health bottom-up building stock models. This paper has identified three major issues which need to be addressed: a) the lack of publicly available detailed data relating to inputs and assumptions, as well as underlying algorithms, renders any attempt to reproduce their outcomes problematic, b) lack of data on the relative importance of input parameter variations on the predicted demand outputs, and c) uncertainty as to the socio-technical drivers of energy consumption - how people use energy and how they react to changes in their home as a result of energy conservation measures. (C) 2010 Elsevier Ltd. All rights reserved.", journal = "Building and Environment", title = "A review of bottom-up building stock models for energy consumption in the residential sector", volume = "45", number = "7", pages = "1683-1697", doi = "10.1016/j.buildenv.2010.01.021" }
Kavgic, M., Mavrogianni, A., Mumovic, D., Summerfield, A., Stevanović, Ž. M.,& Đurović-Petrović, M.. (2010). A review of bottom-up building stock models for energy consumption in the residential sector. in Building and Environment, 45(7), 1683-1697. https://doi.org/10.1016/j.buildenv.2010.01.021
Kavgic M, Mavrogianni A, Mumovic D, Summerfield A, Stevanović ŽM, Đurović-Petrović M. A review of bottom-up building stock models for energy consumption in the residential sector. in Building and Environment. 2010;45(7):1683-1697. doi:10.1016/j.buildenv.2010.01.021 .
Kavgic, M., Mavrogianni, A., Mumovic, D., Summerfield, A., Stevanović, Žarko M., Đurović-Petrović, M., "A review of bottom-up building stock models for energy consumption in the residential sector" in Building and Environment, 45, no. 7 (2010):1683-1697, https://doi.org/10.1016/j.buildenv.2010.01.021 . .