[HTML][HTML] Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II
Detailed parametric analysis and measurements are required to reduce building energy
usage while maintaining acceptable thermal conditions. This research suggested a system …
usage while maintaining acceptable thermal conditions. This research suggested a system …
A review on the applications of PSO-based algorithm in demand side management: challenges and opportunities
The increase in energy consumption, environmental pollution issues, and low-carbon
agenda has grown the research area of demand side management (DSM). DSM programs …
agenda has grown the research area of demand side management (DSM). DSM programs …
Digital Twin of HVAC system (HVACDT) for multiobjective optimization of energy consumption and thermal comfort based on BIM framework with ANN-MOGA
This study proposes a novel Digital Twin framework of heating, ventilation, and air
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
conditioning (HVACDT) system to reduce energy consumption while increasing thermal …
[HTML][HTML] Research on collaborative scheduling of multiple projects of prefabricated building based on the niche genetic-raccoon family optimization algorithm
Y Song, J Wang, J Lu, X Si - Alexandria Engineering Journal, 2023 - Elsevier
Buildings where part or all of the components are prefabricated in a factory, then transported
to the construction site and assembled through reliable connections, are called …
to the construction site and assembled through reliable connections, are called …
Comparison of the characteristics of the control strategies based on artificial neural network and genetic algorithm for air conditioning systems
N Li - Journal of Building Engineering, 2023 - Elsevier
Air conditioning systems are playing an increasingly important role in our daily life, and the
control of air conditioning systems is related to the intelligence of the system, indoor thermal …
control of air conditioning systems is related to the intelligence of the system, indoor thermal …
Buildings' heating and cooling load prediction for hot arid climates: a novel intelligent data-driven approach
An important aspect in improving the energy efficiency of buildings is the effective use of
building heating and cooling load prediction models. A lot of studies have been undertaken …
building heating and cooling load prediction models. A lot of studies have been undertaken …
Building energy optimization using butterfly optimization algorithm
The butterfly optimization algorithm (BOA) is a novel meta-heuristic optimization algorithm,
inspired by the intelligence foraging performance of butterflies. The aim of the current …
inspired by the intelligence foraging performance of butterflies. The aim of the current …
Assessment of loading phase change material into net meter building to boost excess electricity generation
In this study, two techniques were used to reduce electricity demand in the building. In the
first technique, PCM of RT18 was injected with 5 cm thickness into the walls and roof. This …
first technique, PCM of RT18 was injected with 5 cm thickness into the walls and roof. This …
[HTML][HTML] Performance-Oriented Parametric Optimization Design for Energy Efficiency of Rural Residential Buildings: A Case Study from China's Hot Summer and Cold …
M Wang, Y Xu, R Shen, Y Wu - Sustainability, 2024 - mdpi.com
With the implementation of the rural revitalization strategy, rural residences have become an
essential component of China's building energy conservation efforts. However, most existing …
essential component of China's building energy conservation efforts. However, most existing …
Dual-objective optimization of prefabricated component logistics based on JIT strategy
C Zhang, J Jiang, C **a, Y Fu, J Liu, P Duan - Scientific Reports, 2024 - nature.com
Prefabricated construction involves manufacturing components in a factory and then
transporting them to a construction site for assembly, yielding resource savings and …
transporting them to a construction site for assembly, yielding resource savings and …