Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
GH Merabet, M Essaaidi, MB Haddou… - … and Sustainable Energy …, 2021 - Elsevier
Building operations represent a significant percentage of the total primary energy consumed
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
in most countries due to the proliferation of Heating, Ventilation and Air-Conditioning …
[HTML][HTML] Energy modelling and control of building heating and cooling systems with data-driven and hybrid models—A review
Implementing an efficient control strategy for heating, ventilation, and air conditioning
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
(HVAC) systems can lead to improvements in both energy efficiency and thermal …
A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings
Reinforcement learning (RL) has been shown to have the potential for optimal control of
heating, ventilation, and air conditioning (HVAC) systems. Although research on RL-based …
heating, ventilation, and air conditioning (HVAC) systems. Although research on RL-based …
Deep clustering of Lagrangian trajectory for multi-task learning to energy saving in intelligent buildings using cooperative multi-agent
The intelligent buildings provided various incentives to get highly inefficient energy-saving
caused by the non-stationary building environments. In the presence of such dynamic …
caused by the non-stationary building environments. In the presence of such dynamic …
Effect of different building envelope materials on thermal comfort and air-conditioning energy savings: A case study in Basra city, Iraq
RZ Homod, A Almusaed, A Almssad, MK Jaafar… - Journal of Energy …, 2021 - Elsevier
Recently, a numerous number of houses has been built using AAC materials, which
consume the most amount of energy in the building sector by Heating, ventilation, and air …
consume the most amount of energy in the building sector by Heating, ventilation, and air …
Fuzzy compromised solution-based novel home appliances scheduling and demand response with optimal dispatch of distributed energy resources
Due to environmental issues and smart grid development, distributed energy resources,
energy storage systems, and demand response (DR) are gaining attention to reduce the …
energy storage systems, and demand response (DR) are gaining attention to reduce the …
A comprehensive review on energy saving options and saving potential in low voltage electricity distribution networks: Building and public lighting
O Sadeghian, A Moradzadeh… - Sustainable Cities and …, 2021 - Elsevier
In recent years, energy saving has attracted the attention of researchers due to environment,
energy, and reliability issues. Energy saving due to these advantages is one of the major …
energy, and reliability issues. Energy saving due to these advantages is one of the major …
Dynamics analysis of a novel hybrid deep clustering for unsupervised learning by reinforcement of multi-agent to energy saving in intelligent buildings
The heating, ventilating and air conditioning (HVAC) systems energy demand can be
reduced by manipulating indoor conditions within the comfort range, which relates to control …
reduced by manipulating indoor conditions within the comfort range, which relates to control …
Peak reduction and long term load forecasting for large residential communities including smart homes with energy storage
Domestic load profiles in the residential sectors are being modified with the adoption of
smart home management systems and solar generation. In addition, houses with rooftop PV …
smart home management systems and solar generation. In addition, houses with rooftop PV …
Energy consumption of plant factory with artificial light: Challenges and opportunities
Plant factory with artificial light is proved to be a promising technology for relieving the food
crisis, especially in urban areas or arid regions endowed with abundant resources …
crisis, especially in urban areas or arid regions endowed with abundant resources …