Parametric optimization of daylight, thermal and energy performance of middle school classrooms, case of hot and dry regions

K Lakhdari, L Sriti, B Painter - Building and Environment, 2021 - Elsevier
In school buildings, especially learning spaces, good daylight and thermal conditions are
important to promote the educational process, as unsatisfactory comfort levels can reduce …

Data science applications in circular economy: Trends, status, and future

B Zhao, Z Yu, H Wang, C Shuai, S Qu… - … Science & Technology, 2024 - ACS Publications
The circular economy (CE) aims to decouple the growth of the economy from the
consumption of finite resources through strategies, such as eliminating waste, circulating …

Multi-objective optimization of residential building energy consumption, daylighting, and thermal comfort based on BO-XGBoost-NSGA-II

C Wu, H Pan, Z Luo, C Liu, H Huang - Building and Environment, 2024 - Elsevier
The energy consumption, daylighting, and thermal comfort of buildings directly affect the
three key goals of residents. However, there is little research on the optimization of energy …

How does future climatic uncertainty affect multi-objective building energy retrofit decisions? Evidence from residential buildings in subtropical Hong Kong

S Liu, Y Wang, X Liu, L Yang, Y Zhang, J He - Sustainable cities and …, 2023 - Elsevier
Energy consumption of and carbon emissions from buildings, which substantially depend on
outdoor climate conditions, may be susceptible to future climate change. However, how …

Multi-objective optimization of building energy performance and indoor thermal comfort by combining artificial neural networks and metaheuristic algorithms

B Chegari, M Tabaa, E Simeu, F Moutaouakkil… - Energy and …, 2021 - Elsevier
During the last few years, multi-objective optimization processes have become one of the
main challenges for energy efficiency in buildings. In this work, a new efficient multi …

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 …

Design optimization of building geometry and fenestration for daylighting and energy performance

Y Fang, S Cho - Solar Energy, 2019 - Elsevier
With the increasing demand for sustainable design and green buildings, building
performance is having a greater influence on design decisions. Design decisions on …

[HTML][HTML] Optimization of the design of the primary school classrooms in terms of energy and daylight performance considering occupants' thermal and visual comfort

P Bakmohammadi, E Noorzai - Energy Reports, 2020 - Elsevier
One of the top priorities in the building design process is minimizing energy consumption.
Moreover, the level of occupants' comfort directly affects their learning ability Therefore, this …

Designerly approach to skylight configuration based on daylight performance; Toward a novel optimization process

Z Shirzadnia, A Goharian, M Mahdavinejad - Energy and Buildings, 2023 - Elsevier
Introduction Adaptive reuse in heritage buildings is the best strategy rather than demolishing
and reconstructing, while the suggested retrofitting has severe constraints to preserve …

[HTML][HTML] A morphological approach for kinetic façade design process to improve visual and thermal comfort

SM Hosseini, M Mohammadi, A Rosemann… - Building and …, 2019 - Elsevier
Visual and thermal comfort for occupants significantly depend on exterior environmental
climatic conditions, which are continuously changing. In particular, optimizing visual and …