A review of artificial neural network models for ambient air pollution prediction
Research activity in the field of air pollution forecasting using artificial neural networks
(ANNs) has increased dramatically in recent years. However, the development of ANN …
(ANNs) has increased dramatically in recent years. However, the development of ANN …
Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review
In most of the countries, buildings are often one of the major energy consumers, leading to
the necessity of achieving sustainable building designs, and to the mandatory use of …
the necessity of achieving sustainable building designs, and to the mandatory use of …
Assessing population vulnerability towards summer energy poverty: Case studies of Madrid and London
Climate change is expected to increase the frequency and duration of hot weather and its
associated adverse health effects. In dense urban areas, these phenomena will be …
associated adverse health effects. In dense urban areas, these phenomena will be …
Monitoring summer indoor overheating in the London housing stock
A Pathan, A Mavrogianni, A Summerfield… - Energy and …, 2017 - Elsevier
In light of current climate change projections in recent years, there has been an increasing
interest in the assessment of indoor overheating in domestic environments in previously …
interest in the assessment of indoor overheating in domestic environments in previously …
[HTML][HTML] What individual and neighbourhood-level factors increase the risk of heat-related mortality? A case-crossover study of over 185,000 deaths in London using …
Objective Management of the natural and built environments can help reduce the health
impacts of climate change. This is particularly relevant in large cities where urban heat …
impacts of climate change. This is particularly relevant in large cities where urban heat …
Domestic overheating risks and mitigation strategies: The state-of-the-art and directions for future research
M Alrasheed, M Mourshed - Indoor and Built Environment, 2023 - journals.sagepub.com
Anthropogenic climate change will likely put dwellings at risk of overheating and potentially
increase cooling demand in the decades ahead, leading to higher greenhouse gas (GHG) …
increase cooling demand in the decades ahead, leading to higher greenhouse gas (GHG) …
[HTML][HTML] How can we predict where heatwaves will have an impact?–A literature review on heat vulnerability indexes
Climate change is recognized as a major contributor to the increase in heat-related deaths,
and the frequency of heatwave days is expected to continue rising in the future. Addressing …
and the frequency of heatwave days is expected to continue rising in the future. Addressing …
A review of approaches and applications in building stock energy and indoor environment modelling
Current energy and climate policies are formulated and implemented to mitigate and adapt
to climate change. To inform relevant building policies, two bottom-up building stock …
to climate change. To inform relevant building policies, two bottom-up building stock …
Low-cost air quality sensing towards smart homes
The evolution of low-cost sensors (LCSs) has made the spatio-temporal mapping of indoor
air quality (IAQ) possible in real-time but the availability of a diverse set of LCSs make their …
air quality (IAQ) possible in real-time but the availability of a diverse set of LCSs make their …
[HTML][HTML] Synthetic building stocks as a way to assess the energy demand and greenhouse gas emissions of national building stocks
C Nägeli, C Camarasa, M Jakob, G Catenazzi… - Energy and …, 2018 - Elsevier
In Europe, the final energy demand and greenhouse gas (GHG) emissions of residential and
commercial building stocks account for approximately 40% of energy and emissions. A …
commercial building stocks account for approximately 40% of energy and emissions. A …