State of the art of machine learning models in energy systems, a systematic review

A Mosavi, M Salimi, S Faizollahzadeh Ardabili… - Energies, 2019 - mdpi.com
Machine learning (ML) models have been widely used in the modeling, design and
prediction in energy systems. During the past two decades, there has been a dramatic …

[HTML][HTML] Envelope design for low-energy buildings in the tropics: A review

V Gupta, C Deb - Renewable and Sustainable Energy Reviews, 2023 - Elsevier
The building sector accounts for over one-third of global energy consumption and a
significant share of carbon emissions. Improving building energy efficiency, particularly in …

A critical review of combined natural ventilation techniques in sustainable buildings

H Zhang, D Yang, VWY Tam, Y Tao, G Zhang… - … and Sustainable Energy …, 2021 - Elsevier
Highlights•Combined natural ventilation systems in single building were
reviewed.•Advantages of combined natural ventilation systems were summarized.•Existing …

Investigating the effects of 3D urban morphology on the surface urban heat island effect in urban functional zones by using high-resolution remote sensing data: A …

X Huang, Y Wang - ISPRS Journal of Photogrammetry and Remote …, 2019 - Elsevier
The Urban heat island (UHI) effect is an increasingly serious problem in urban areas.
Information on the driving forces of intra-urban temperature variation is crucial for …

Energy efficient design of building: A review

R Pacheco, J Ordóñez, G Martínez - Renewable and sustainable energy …, 2012 - Elsevier
Energy saving is a high-priority in developed countries. For this reason, energy-efficient
measures are being increasingly implemented in all sectors. The residential sector is …

A review of internal and external influencing factors on energy efficiency design of buildings

S Chen, G Zhang, X Xia, S Setunge, L Shi - Energy and Buildings, 2020 - Elsevier
Three main groups of internal and external influencing factors have been identified through
this review, including building characteristics, equipment and technologies, and occupant's …

Impact of urban block typology on building solar potential and energy use efficiency in tropical high-density city

J Zhang, L Xu, V Shabunko, SER Tay, H Sun, SSY Lau… - Applied Energy, 2019 - Elsevier
This paper presents the results of an investigation on the relationship between urban block
typology, solar energy harvesting potential and building energy use efficiency in the context …

A review on current advances in the energy and environmental performance of buildings towards a more sustainable built environment

N Soares, J Bastos, LD Pereira, A Soares… - … and Sustainable Energy …, 2017 - Elsevier
Nowadays, debates addressing climate change, fossil fuels depletion and energy security
highlight the need for a more sustainable built environment in order to reduce energy …

Design optimization and optimal control of grid-connected and standalone nearly/net zero energy buildings

Y Lu, S Wang, K Shan - Applied Energy, 2015 - Elsevier
Nearly/net zero energy buildings (nZEBs) have attracted increasing attention particularly
when high and complex performance is required in terms of energy-saving, indoor thermal …

Scan-to-BIM method in construction: assessment of the 3D buildings model accuracy in terms inventory measurements

I Skrzypczak, G Oleniacz, A Leśniak… - Building Research & …, 2022 - Taylor & Francis
Laser scanning 3D technology is gaining prominence in Architecture, Engineering and
Construction, aiming to organize space and shape the human environment. Main …