Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review
In most of the countries, buildings are often one of the major energy consumers, leading to
the necessity of achieving sustainable building designs, and to the mandatory use of …
the necessity of achieving sustainable building designs, and to the mandatory use of …
Performative computational architecture using swarm and evolutionary optimisation: A review
This study presents a systematic review and summary of performative computational
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …
architecture using swarm and evolutionary optimisation. The taxonomy for one hundred …
A multi-objective optimization methodology for window design considering energy consumption, thermal environment and visual performance
Y Zhai, Y Wang, Y Huang, X Meng - Renewable energy, 2019 - Elsevier
Window design involves various parameters such as the orientation, window size, and glass
material. These parameters have a significant, interactive influence on the building …
material. These parameters have a significant, interactive influence on the building …
An efficient metamodel-based method to carry out multi-objective building performance optimizations
Nowadays, performing multi-objective optimizations of actual building designs is one of the
most challenging problems of the building energy efficiency area. This paper aims to …
most challenging problems of the building energy efficiency area. This paper aims to …
[HTML][HTML] The artificial intelligence reformation of sustainable building design approach: A systematic review on building design optimization methods using surrogate …
Artificial Intelligence (AI) applications in building performance prediction for environmental
sustainability outcomes play a significant role in compensating for computationally …
sustainability outcomes play a significant role in compensating for computationally …
Multi-objective optimization models to design a responsive built environment: A synthetic review
A synthetic review of the application of multi-objective optimization models to the design of
climate-responsive buildings and neighbourhoods is carried out. The review focused on the …
climate-responsive buildings and neighbourhoods is carried out. The review focused on the …
A metamodel-based multi-objective optimization method to balance thermal comfort and energy efficiency in a campus gymnasium
N Yue, L Li, A Morandi, Y Zhao - Energy and Buildings, 2021 - Elsevier
Performing multi-objective optimization for actual public building design has become one of
the most challenging subjects in buildings energy efficiency area. Gymnasium is a large …
the most challenging subjects in buildings energy efficiency area. Gymnasium is a large …
A critical review of fenestration/window system design methods for high performance buildings
Fenestrations allow for natural daylight and outdoor views, but also represent the least
thermally efficient portion of the building envelope, and thus can be a source of unwanted …
thermally efficient portion of the building envelope, and thus can be a source of unwanted …
Optimization of energy consumption of a green building using PSO-SVM algorithm
G Zhang, Y Ge, X Pan, MS Afsharzadeh… - Sustainable Energy …, 2022 - Elsevier
In this paper, the new novel optimization algorithm on the energy consumption of the
represented green building with novel material is represented. The introduced green …
represented green building with novel material is represented. The introduced green …
[HTML][HTML] Gaps and requirements for applying automatic architectural design to building renovation
S Jiang, M Wang, L Ma - Automation in Construction, 2023 - Elsevier
The renovation of existing buildings provides an opportunity to change the layout to meet the
needs of facilities and accomplish sustainability in the built environment at high utilisation …
needs of facilities and accomplish sustainability in the built environment at high utilisation …