Artificial intelligence in green building
Abstract The Architecture, Engineering and Construction (AEC) sector faces severe
sustainability and efficiency challenges. The application of artificial intelligence in green …
sustainability and efficiency challenges. The application of artificial intelligence in green …
Building automation systems for energy and comfort management in green buildings: A critical review and future directions
Green building (GB) strategies are essential for mitigating energy wastage in the building
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
sector, which accounts for nearly 40% of global energy consumption. However, due to the …
Predicting the carbon dioxide emission caused by road transport using a Random Forest (RF) model combined by Meta-Heuristic Algorithms
Carbon dioxide is one of the most important pollutants in urban areas. Since the relationship
between the factors of road transport and CO 2 emission is often complex, using methods …
between the factors of road transport and CO 2 emission is often complex, using methods …
[HTML][HTML] Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II
HH Hosamo, MS Tingstveit, HK Nielsen… - Energy and …, 2022 - Elsevier
Detailed parametric analysis and measurements are required to reduce building energy
usage while maintaining acceptable thermal conditions. This research suggested a system …
usage while maintaining acceptable thermal conditions. This research suggested a system …
BIM-supported automatic energy performance analysis for green building design using explainable machine learning and multi-objective optimization
Y Shen, Y Pan - Applied Energy, 2023 - Elsevier
Supported by the combination of the advanced BIM technique with intelligent algorithms, this
paper develops a systematic framework using explainable machine learning and multi …
paper develops a systematic framework using explainable machine learning and multi …
[HTML][HTML] Achieving zero-energy building performance with thermal and visual comfort enhancement through optimization of fenestration, envelope, shading device …
Building retrofitting towards nearly zero energy building (nZEB) with comfortable visual and
thermal conditions, requires a comprehensive parametric analysis of building retrofit …
thermal conditions, requires a comprehensive parametric analysis of building retrofit …
Multi-objective optimization of energy, visual, and thermal performance for building envelopes in China's hot summer and cold winter climate zone
H Wu, T Zhang - Journal of Building Engineering, 2022 - Elsevier
The building envelope design parameters including windows, apertures, shading, and
materials have a significant interactive impact on the performance of a building. However …
materials have a significant interactive impact on the performance of a building. However …
Digital twins for intelligent green buildings
At present, the integration of green building, the intelligent building industry and high-quality
development are facing a series of new opportunities and challenges. This review aims to …
development are facing a series of new opportunities and challenges. This review aims to …
Buildings' energy consumption prediction models based on buildings' characteristics: Research trends, taxonomy, and performance measures
Building's energy consumption prediction is essential to achieve energy efficiency and
sustain-ability. Building's energy consumption is highly dependent on buildings' …
sustain-ability. Building's energy consumption is highly dependent on buildings' …
A comprehensive review on techno-economic analysis and optimal sizing of hybrid renewable energy sources with energy storage systems
Renewable energy solutions are appropriate for on-grid and off-grid applications, acting as
a supporter for the utility network or rural locations without the need to develop or extend …
a supporter for the utility network or rural locations without the need to develop or extend …