[HTML][HTML] A review of building climate and plant controls, and a survey of industry perspectives
M Royapoor, A Antony, T Roskilly - Energy and Buildings, 2018 - Elsevier
A historic and current perspective is offered of building climate and plant control techniques
while also reporting the results of a survey that reveals more conventional control methods …
while also reporting the results of a survey that reveals more conventional control methods …
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 …
Demand response strategy based on reinforcement learning and fuzzy reasoning for home energy management
F Alfaverh, M Denai, Y Sun - IEEE access, 2020 - ieeexplore.ieee.org
As energy demand continues to increase, demand response (DR) programs in the electricity
distribution grid are gaining momentum and their adoption is set to grow gradually over the …
distribution grid are gaining momentum and their adoption is set to grow gradually over the …
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 …
Evaluation of energy-saving potential for optimal time response of HVAC control system in smart buildings
In some fields, such as the semiconductor manufacturing process, museum, pharmaceutical,
and medicine manufacturing industry, the HVAC system needs a very fast response time to …
and medicine manufacturing industry, the HVAC system needs a very fast response time to …
Deep clustering of cooperative multi-agent reinforcement learning to optimize multi chiller HVAC systems for smart buildings energy management
RZ Homod, ZM Yaseen, AK Hussein… - Journal of Building …, 2023 - Elsevier
Chillers are responsible for almost half of the total energy demand in buildings. Hence, the
obligation of control systems of multi-chiller due to changes indoor environments is one of …
obligation of control systems of multi-chiller due to changes indoor environments is one of …
Analysis and optimization of HVAC control systems based on energy and performance considerations for smart buildings
RZ Homod - Renewable Energy, 2018 - Elsevier
The most distinctive properties of the HVAC systems are their large-scale nonlinear systems
that contain large thermal inertia, time variability, nonlinear constraints, uncertain …
that contain large thermal inertia, time variability, nonlinear constraints, uncertain …
A novel hybrid modelling structure fabricated by using Takagi-Sugeno fuzzy to forecast HVAC systems energy demand in real-time for Basra city
Abstract the HVAC systems consume more than half of the total buildings energy demand,
forecasting the cooling/heating load of the building is important to predict buildings energy …
forecasting the cooling/heating load of the building is important to predict buildings energy …
Fuzzy based particle swarm optimization for modeling home appliances towards energy saving and cost reduction under demand response consideration
Recently, homes consume around 40% of world power and produce 21% of the total
greenhouse gas emissions. Thus, the proper management of energy in the domestic sector …
greenhouse gas emissions. Thus, the proper management of energy in the domestic sector …