Data-driven building energy modelling–An analysis of the potential for generalisation through interpretable machine learning
Data-driven building energy modelling techniques have proven to be effective in multiple
applications. However, the debate around the possibility of generalisation is open …
applications. However, the debate around the possibility of generalisation is open …
Techno-economic analysis and energy modelling as a key enablers for smart energy services and technologies in buildings
Smart energy services and technologies are key components of energy transition and
decarbonisation strategies for the built environment. On the one hand, the technical potential …
decarbonisation strategies for the built environment. On the one hand, the technical potential …
[HTML][HTML] Lean and interpretable digital twins for building energy monitoring–A case study with Smart Thermostatic Radiator Valves and Gas Absorption Heat Pumps
The transition to low carbon energy systems poses challenges in terms of energy efficiency.
In building refurbishment projects, efficient technologies such as smart controls and heat …
In building refurbishment projects, efficient technologies such as smart controls and heat …
Open data and energy analytics-An analysis of essential information for energy system planning, design and operation
Energy transitions are reshaping global and national energy systems and appropriate
decision-making strategies are needed to drive an effective change in response to pressing …
decision-making strategies are needed to drive an effective change in response to pressing …
Energy modelling and analytics in the built environment—A review of their role for energy transitions in the construction sector
Decarbonisation and efficiency goals set as a response to global warming issue require
appropriate decision-making strategies to promote an effective and timely change in energy …
appropriate decision-making strategies to promote an effective and timely change in energy …
[HTML][HTML] Measuring and mitigating overheating risk in solid wall dwellings retrofitted with internal wall insulation
V Tink, S Porritt, D Allinson, D Loveday - Building and Environment, 2018 - Elsevier
Upgrading the thermal insulation of UK houses to improve wintertime energy efficiency
raises concerns about potential summertime overheating risk. To address these concerns …
raises concerns about potential summertime overheating risk. To address these concerns …
[HTML][HTML] In situ measurement of the heat loss coefficient of thermal bridges in a building envelope
S Kim, J Seo, H Jeong, J Kim - Energy and Buildings, 2022 - Elsevier
One way to achieve carbon neutrality is by improving the energy performance of existing
buildings, which requires accurate measurements. In particular, accurate measurement of …
buildings, which requires accurate measurements. In particular, accurate measurement of …
Impact of solar gain estimation on heat loss coefficient determination using in-situ data: comparing co-heating test with B-splines integrated grey-box modelling
This study investigates the estimation uncertainties of grey-box models, with increased
complexities of quantifying solar gain dynamics, in building energy performance …
complexities of quantifying solar gain dynamics, in building energy performance …
[HTML][HTML] Measuring the heat transfer coefficient (HTC) in buildings: A stakeholder's survey
C Deb, LV Gelder, M Spiekman, G Pandraud… - … and Sustainable Energy …, 2021 - Elsevier
The heat transfer coefficient (HTC) is a very important factor influencing the energy
performance of a building. Recent studies have shown the importance of on-site …
performance of a building. Recent studies have shown the importance of on-site …
Assessing the co-heating test as reference for heat loss coefficient estimation: In-depth analysis on an artificial dataset
In order to bridge the building energy performance gap it is necessary to quantitatively and
qualitatively characterize the actual energy demand of buildings and the thermal behaviour …
qualitatively characterize the actual energy demand of buildings and the thermal behaviour …