2021
DOI: 10.1007/s12053-021-09962-z
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GIS-based urban energy modelling and energy efficiency scenarios using the energy performance certificate database

Abstract: The EU building stock is 97% not energy efficient and the promotion of energy retrofitting strategies is a key way of reducing energy consumptions and greenhouse gas emission. In order to improve the energy performance of buildings, the European Union released the Energy Performance of Buildings and the Energy Efficiency Directives. The certification of the energy performance of a building is a central element of these Directives to monitor and promote energy performance improvements in buildings, with the aim… Show more

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Cited by 31 publications
(15 citation statements)
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References 68 publications
(71 reference statements)
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“…It is also not feasible to update the input data as thermal capacities and thermal transmittances of the materials. This limitation could reduce the accuracy of the model ( Mutani and Todeschi, 2021 ). To overcome this limitation, a machine learning model was developed to improve the accuracy of the GIS-based engineering model.…”
Section: Discussionmentioning
confidence: 99%
“…It is also not feasible to update the input data as thermal capacities and thermal transmittances of the materials. This limitation could reduce the accuracy of the model ( Mutani and Todeschi, 2021 ). To overcome this limitation, a machine learning model was developed to improve the accuracy of the GIS-based engineering model.…”
Section: Discussionmentioning
confidence: 99%
“…The literature on the solar analysis used the buildings and development envelope to measure the solar irradiation (de Luca, 2017; Lindberg et al, 2015;Zhu et al, 2022Zhu et al, , 2020, solar rights, and solar harvesting (de Luca and Dogan, 2019;de Luca, 2017;Shach-Pinsly and Capeluto, 2020;Stasinopoulos, 2018). Furthermore, the literature suggests that building energy modelling should be analysed in different scales such as urban and neighbourhood levels (Bozonnet et al, 2015;Cheng et al, 2018;Keller et al, 2018;Martín-Consuegra et al, 2018;Mutani et al, 2019;Mutani and Todeschi, 2021;Tooke et al, 2014). One of the critical applications of 3D building/city models is lifcycle assessment (building design, development, implementation, performance, retrofit, and demolish) (de Trocóniz y Revuelta et al, 2013;Elbeltagi et al, 2017;Mastrucci and Rao, 2017;Saroglou et al, 2017;Soust-Verdaguer et al, 2018;Yi, 2015).…”
Section: Domainmentioning
confidence: 99%
“…Previous research on residential sector emissions has focused mainly on analyzing building efficiency [ [33] , [34] , [35] ] as opposed to residential sector BEIs. In an Irish context, for the purpose of emissions reporting, residential sector emissions only include the combustion of fuel for domestic space and water heating, while electricity is accounted for upstream at the power plant under ‘energy industries’ [ 36 ].…”
Section: Introductionmentioning
confidence: 99%