[HTML][HTML] A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings
Buildings are one of the main consumers of energy in cities, which is why a lot of research
has been generated around this problem. Especially, the buildings energy management …
has been generated around this problem. Especially, the buildings energy management …
A review on optimization methods applied in energy-efficient building geometry and envelope design
F Kheiri - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Building envelope parameters and geometric configurations can considerably influence the
building energy performance. However, determining the best trade-offs of different building …
building energy performance. However, determining the best trade-offs of different building …
Artificial neural networks to predict energy performance and retrofit scenarios for any member of a building category: A novel approach
How to predict building energy performance with low computational times and good
reliability? The study answers this question by employing artificial neural networks (ANNs) to …
reliability? The study answers this question by employing artificial neural networks (ANNs) to …
Multi-objective optimization methodology for net zero energy buildings
Abstract The challenge in Net Zero Energy Building (NZEB) design is to find the best
combination of design strategies that will face the energy performance problems of a …
combination of design strategies that will face the energy performance problems of a …
A review on optimal energy management in commercial buildings
The rising cost and demand for energy have prompted the need to devise innovative
methods for energy monitoring, control, and conservation. In addition, statistics show that …
methods for energy monitoring, control, and conservation. In addition, statistics show that …
Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms
B Si, J Wang, X Yao, X Shi, X Jin, X Zhou - Advanced Engineering …, 2019 - Elsevier
While optimization studies focusing on real-world buildings are somewhat limited, many
building optimization studies to date have used simple hypothetical buildings for the …
building optimization studies to date have used simple hypothetical buildings for the …
An integrated framework for multi-objective optimization of building performance: Carbon emissions, thermal comfort, and global cost
In this paper, we proposed an integrated optimization framework to explore minimum
building carbon emissions (BCE), indoor discomfort hours (IDH), and global cost (GC) of …
building carbon emissions (BCE), indoor discomfort hours (IDH), and global cost (GC) 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 …
Building energy optimization: An extensive benchmark of global search algorithms
This study investigates the performance of a wide selection of single objective black-box
optimization algorithms (optimizers) when applied to a large set of building energy …
optimization algorithms (optimizers) when applied to a large set of building energy …
A multi-stage optimization of passively designed high-rise residential buildings in multiple building operation scenarios
This article proposes a two-stage design optimization approach which is applied to a
prototype passively designed high-rise residential building under different ventilation modes …
prototype passively designed high-rise residential building under different ventilation modes …