Data-driven modeling of building thermal dynamics: Methodology and state of the art
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DOI: 10.1016/j.enbuild.2019.109405
Abstract: Abstract Data-driven approach is essential to the modeling of building thermal dynamics. It has been widely applied in building operation optimization, energy management, system performance evaluation, and so on. This present paper describes common concepts… read more here.
Keywords: methodology; driven modeling; data driven; thermal dynamics ... See more keywords
Multiple criteria assessment of methods for forecasting building thermal energy demand
Sign Up to like & getrecommendations! Published in 2020 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2020.110220
Abstract: Abstract Nowadays worldwide directives have focused the attention on improving energy efficiency in the building sector. The research of models able to predict the energy consumption from the first design and energy planning phase is… read more here.
Keywords: energy demand; building thermal; thermal energy; energy ... See more keywords
Analysing uncertainty in parameter estimation and prediction for grey-box building thermal behaviour models
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DOI: 10.1016/j.enbuild.2020.110236
Abstract: Abstract The potential reduction in energy consumption for space heating in buildings realised by the use of predictive control systems directly depends on the prediction accuracy of the building thermal behaviour model. Hence, model calibration… read more here.
Keywords: uncertainty; model; building thermal; parameter ... See more keywords
Reclassification of climatic zones for building thermal regulations based on thermoeconomic analysis: A case study of Turkey
Sign Up to like & getrecommendations! Published in 2021 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2021.111121
Abstract: Abstract Classification of climatic zones is required for building thermal regulation. In this context, a novel approach based on thermoeconomic analysis is proposed to reclassify climatic zones of Turkey. The classification is carried out by… read more here.
Keywords: based thermoeconomic; building thermal; turkey; thermoeconomic analysis ... See more keywords
Improving building thermal performance through an integration of Passivhaus envelope and shading in a tropical climate
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DOI: 10.1016/j.enbuild.2021.111521
Abstract: Abstract Due to the success of the energy-efficient Passivhaus building envelope and its principles in regulating indoor thermal comfort in European climates, the potential implementation of it in other climates has been subjected to much… read more here.
Keywords: building envelope; thermal performance; envelope; building thermal ... See more keywords
Electrification of residential space heating considering coincidental weather events and building thermal inertia: A system-wide planning analysis
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DOI: 10.1016/j.energy.2017.03.102
Abstract: The increasing deployment of variable renewables and parallel residential space heat electrification using heat pumps poses two significant challenges for electricity systems: First, coincidence of certain weather events can stress the power system due to… read more here.
Keywords: thermal inertia; system; building thermal; weather ... See more keywords
Use of a numerical weather prediction model as a meteorological source for the estimation of heating demand in building thermal simulations
Sign Up to like & getrecommendations! Published in 2020 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2020.102403
Abstract: Abstract Thermal simulations are a commonly used tool for energy efficiency analysis of buildings. Regional meteorological station networks are a prime source of weather data inputs, required for building thermal simulations. However, local measurements from… read more here.
Keywords: use numerical; source; model; building thermal ... See more keywords