Artificial intelligence-based solutions for climate change: a review

L Chen, Z Chen, Y Zhang, Y Liu, AI Osman… - Environmental …, 2023 - Springer
Climate change is a major threat already causing system damage to urban and natural
systems, and inducing global economic losses of over $500 billion. These issues may be …

A dynamic intelligent building retrofit decision-making model in response to climate change

D Ma, X Li, B Lin, Y Zhu, S Yue - Energy and buildings, 2023 - Elsevier
Building energy-saving retrofitting has become an essential way for the building sector to
cope with climate change. Furthermore, climate change affects building retrofit strategies …

Hydroponic green roof systems as an alternative to traditional pond and green roofs: a literature review

R Rapisarda, F Nocera, V Costanzo, G Sciuto… - Energies, 2022 - mdpi.com
Among the several methods investigated over the past few years for the thermal mitigation of
buildings in urban areas, green roof systems seem to be one of the most suitable solutions …

Short-term building energy consumption prediction strategy based on modal decomposition and reconstruction algorithm

Y Jiao, Z Tan, D Zhang, QP Zheng - Energy and Buildings, 2023 - Elsevier
Building energy consumption prediction plays a vital role in building energy systems.
However, the complexity of building energy use behavior and frequent fluctuations in …

Impact of nano‐enhanced phase change material on thermal performance of building envelope and energy consumption

E Tunçbilek, M Arıcı, M Krajčík, Y Li… - … Journal of Energy …, 2022 - Wiley Online Library
Using phase change material (PCM) in the building envelope can provide energy saving
advantages by shaving peak heating and cooling loads. However, the poor thermal …

Performance evaluation of short-term cross-building energy predictions using deep transfer learning strategies

G Li, Y Wu, J Liu, X Fang, Z Wang - Energy and Buildings, 2022 - Elsevier
Performing accurate building energy prediction (BEP) is one of the most important
foundations for achieving energy resource allocation and developing energy efficiency …

Development and life cycle cost analysis of a solar hybrid HVAC system for use in buildings in tropical climates

MMS Dezfouli, AR Dehghani-Sanij, K Kadir… - … Energy Technologies and …, 2023 - Elsevier
Due to the high amount of energy used by conventional air-conditioning systems in
hot/warm and humid climates, solar desiccant cooling systems (SDCSs) have emerged as …

Graph convolutional networks-based method for estimating design loads of complex buildings in the preliminary design stage

J Lu, C Zhang, J Li, Y Zhao, W Qiu, T Li, K Zhou, J He - Applied Energy, 2022 - Elsevier
Data-driven methods have shown powerful capabilities in estimating design cooling, heating
and electricity loads of general buildings during the preliminary design stage. However, it is …

Methodology for developing economically efficient strategies for net zero energy buildings: A case study of a prototype building in the Yangtze River Delta, China

X Zhang, A Wang, Z Tian, Y Li, S Zhu, X Shi… - Journal of Cleaner …, 2021 - Elsevier
The concept of net zero energy building (NZEB) has attracted worldwide attention and has
the potential to achieve significant energy and emissions reductions. Various technical …

Investigating the energy-efficient structures using building energy performance simulations: a case study

S Abbas, O Saleem, MA Rizvi, SMS Kazmi, MJ Munir… - Applied Sciences, 2022 - mdpi.com
The use of energy efficient structures in the local construction industry assists in promoting
green building concepts, leading to economical and eco-friendly solutions for self-sustained …