Incentive initiatives on energy-efficient renovation of existing buildings towards carbon-neutral blueprints in China: Advancements, challenges and perspectives
Under China's national strategy of carbon neutrality by 2060, it is urgently necessary and
challenging for the governments to proactively explore policy tools to facilitate energy …
challenging for the governments to proactively explore policy tools to facilitate energy …
[HTML][HTML] A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects
Recommender systems have significantly developed in recent years in parallel with the
witnessed advancements in both internet of things (IoT) and artificial intelligence (AI) …
witnessed advancements in both internet of things (IoT) and artificial intelligence (AI) …
Digital Twin-driven approach to improving energy efficiency of indoor lighting based on computer vision and dynamic BIM
Intelligent lighting systems and surveillance systems have become an important part of
intelligent buildings. However, the current intelligent lighting system generally adopts …
intelligent buildings. However, the current intelligent lighting system generally adopts …
[HTML][HTML] Enhancing building energy efficiency using a random forest model: A hybrid prediction approach
The building envelope considerably influences building energy consumption. To enhance
the energy efficiency of buildings, this paper proposes an approach to predict building …
the energy efficiency of buildings, this paper proposes an approach to predict building …
[HTML][HTML] A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings
Urban planners face significant challenges when identifying building energy efficiency
opportunities and developing strategies to achieve efficient and sustainable urban …
opportunities and developing strategies to achieve efficient and sustainable urban …
[HTML][HTML] A machine learning-based surrogate model to approximate optimal building retrofit solutions
E Thrampoulidis, G Mavromatidis, A Lucchi… - Applied Energy, 2021 - Elsevier
The building sector has the highest share of operational energy consumption and
greenhouse gas emissions among all sectors. Environmental targets set by many countries …
greenhouse gas emissions among all sectors. Environmental targets set by many countries …
Exploring the benefits and limitations of digital twin technology in building energy
F Tahmasebinia, L Lin, S Wu, Y Kang, S Sepasgozar - Applied Sciences, 2023 - mdpi.com
Buildings consume a significant amount of energy throughout their lifecycle; Thus,
sustainable energy management is crucial for all buildings, and controlling energy …
sustainable energy management is crucial for all buildings, and controlling energy …
Vision-based detection and prediction of equipment heat gains in commercial office buildings using a deep learning method
Building energy consumption accounts for a large proportion of energy use globally.
Previous works have shown that a large amount of energy is wasted in under-or over …
Previous works have shown that a large amount of energy is wasted in under-or over …
BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings
With the rapid development of the construction industry, buildings have become the single
largest consumer of energy in the world. The retrofitting of existing buildings offers an …
largest consumer of energy in the world. The retrofitting of existing buildings offers an …
Visualized literature review on sustainable building renovation
C He, Y Hou, L Ding, P Li - Journal of Building Engineering, 2021 - Elsevier
Sustainable building renovation is an important way to address energy and environmental
problems. The paper uses CiteSpace, a visualized method to present a literature review …
problems. The paper uses CiteSpace, a visualized method to present a literature review …