[HTML][HTML] Building energy simulation and its application for building performance optimization: A review of methods, tools, and case studies
As one of the most important and advanced technology for carbon-mitigation in the building
sector, building performance simulation (BPS) has played an increasingly important role …
sector, building performance simulation (BPS) has played an increasingly important role …
Advances in the research of building energy saving
Effectively controlling and reducing the energy consumption of buildings is the global focus.
A considerable variety of research on building energy saving (BES) had been raised in the …
A considerable variety of research on building energy saving (BES) had been raised in the …
Learning-based CO2 concentration prediction: Application to indoor air quality control using demand-controlled ventilation
There have been increasing concerns over the air quality inside buildings as high levels of
bio-effluents can cause nausea, dizziness, headaches, and fatigue to the people working in …
bio-effluents can cause nausea, dizziness, headaches, and fatigue to the people working in …
How does future climatic uncertainty affect multi-objective building energy retrofit decisions? Evidence from residential buildings in subtropical Hong Kong
Energy consumption of and carbon emissions from buildings, which substantially depend on
outdoor climate conditions, may be susceptible to future climate change. However, how …
outdoor climate conditions, may be susceptible to future climate change. However, how …
Multi-objective optimization design for windows and shading configuration considering energy consumption and thermal comfort: A case study for office building in …
J Zhao, Y Du - Solar Energy, 2020 - Elsevier
As a large energy-consuming part of the envelope, windows and shading system play a
significant role in building savings. Once established in the primary design stage, it is difficult …
significant role in building savings. Once established in the primary design stage, it is difficult …
Machine learning optimization model for reducing the electricity loads in residential energy forecasting
B Wang, X Wang, N Wang, Z Javaheri… - … Informatics and Systems, 2023 - Elsevier
Recently, households have consumed more power by overusing refrigerators, mobiles,
washing machines, and electrical appliances. The incoming energy needs to be optimized …
washing machines, and electrical appliances. The incoming energy needs to be optimized …
Predictive modelling and optimization of HVAC systems using neural network and particle swarm optimization algorithm
The concept of maintaining indoor environmental quality comprising building indoor
temperature, relative humidity, CO 2, and volatile organic compound (VOC) level poses new …
temperature, relative humidity, CO 2, and volatile organic compound (VOC) level poses new …
[HTML][HTML] Anomaly detection based on machine learning in IoT-based vertical plant wall for indoor climate control
Indoor climate is closely related to human health, comfort and productivity. Vertical plant wall
systems, embedded with sensors and actuators, have become a promising application for …
systems, embedded with sensors and actuators, have become a promising application for …
Effects of climate changes on building energy demand and thermal comfort in Canadian office buildings adopting different temperature setpoints
P Jafarpur, U Berardi - Journal of Building Engineering, 2021 - Elsevier
Office buildings are responsible for a substantial portion of the energy demand in the
commercial sector. To better understand and address the impacts of climate change on their …
commercial sector. To better understand and address the impacts of climate change on their …
Attention-LSTM architecture combined with Bayesian hyperparameter optimization for indoor temperature prediction
B Jiang, H Gong, H Qin, M Zhu - Building and Environment, 2022 - Elsevier
Accurate prediction of indoor temperature can provide more reference data for indoor
thermal comfort assessment and the operational effectiveness of heating, ventilation and air …
thermal comfort assessment and the operational effectiveness of heating, ventilation and air …