[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 review of occupancy-based building energy and IEQ controls and its future post-COVID
Occupancy schedules and density can have a substantial influence on building plug,
lighting, and air conditioning energy usage. In recent years, the study related to occupancy …
lighting, and air conditioning energy usage. In recent years, the study related to occupancy …
A feedforward neural network based indoor-climate control framework for thermal comfort and energy saving in buildings
Building air-conditioning and mechanical ventilation (ACMV) systems are responsible for
significant energy consumption and yet, dissatisfaction with the thermal environment is …
significant energy consumption and yet, dissatisfaction with the thermal environment is …
A novel occupant-centric stratum ventilation system using computer vision: Occupant detection, thermal comfort, air quality, and energy savings
Traditional ventilation and air conditioning systems typically operate on a predetermined
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
schedule with fixed operating parameters. Occupant-centric control (OCC) strategies have …
Optimizing demand-controlled ventilation with thermal comfort and CO2 concentrations using long short-term memory and genetic algorithm
Heating, ventilation, and air conditioning systems are the largest consumers of energy in
commercial and residential sectors. Minimizing their energy consumption without …
commercial and residential sectors. Minimizing their energy consumption without …
Balancing thermal comfort and energy conservation–A multi-objective optimization model for controlling air-condition and mechanical ventilation systems
Building air condition and mechanical ventilation (ACMV) systems which provide cooling
operations suffers from the balance between thermal comfort (TC) and energy consumption …
operations suffers from the balance between thermal comfort (TC) and energy consumption …
Energy performance index of air distribution: Thermal utilization effectiveness
The energy performance index is crucial for the energy-efficient design and operation of air
distribution. Heat Removal Efficiency (HRE) is a widely used energy performance index, and …
distribution. Heat Removal Efficiency (HRE) is a widely used energy performance index, and …
Optimization on fresh outdoor air ratio of air conditioning system with stratum ventilation for both targeted indoor air quality and maximal energy saving
Stratum ventilation can energy efficiently provide good inhaled indoor air quality with a
proper operation (eg, fresh outdoor air ratio). However, the non-uniform CO 2 distribution in …
proper operation (eg, fresh outdoor air ratio). However, the non-uniform CO 2 distribution in …
Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification
With the rapid advances in sensing and digital technologies, cyber-physical systems are
regarded as the most viable platforms for improving building design and management …
regarded as the most viable platforms for improving building design and management …
Development of a back-propagation neural network and adaptive grey wolf optimizer algorithm for thermal comfort and energy consumption prediction and …
Heating ventilation and air conditioning (HVAC) systems provide a comfortable indoor
thermal environment, but in the process of attaining appropriate indoor thermal comfort …
thermal environment, but in the process of attaining appropriate indoor thermal comfort …