Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions
Heating, ventilation, and air-conditioning (HVAC) systems account for almost half of the
energy consumption in buildings. By benefiting from advancements in information and …
energy consumption in buildings. By benefiting from advancements in information and …
[HTML][HTML] Human physiology for personal thermal comfort-based HVAC control–A review
Standardized methods for thermal comfort assessment already exist, namely the predicted
mean vote (PMV) and the adaptive comfort model, both valid for groups of people. To …
mean vote (PMV) and the adaptive comfort model, both valid for groups of people. To …
A hybrid deep transfer learning strategy for thermal comfort prediction in buildings
Since the thermal condition of living spaces affects the occupants' productivity and their
quality of life, it is important to design effective heating, ventilation and air conditioning …
quality of life, it is important to design effective heating, ventilation and air conditioning …
From occupants to occupants: A review of the occupant information understanding for building HVAC occupant-centric control
Occupants are the core of the built environment. Traditional heating, ventilation, and air-
conditioning (HVAC) systems operate with predefined schedules and maximum occupancy …
conditioning (HVAC) systems operate with predefined schedules and maximum occupancy …
Comparative assessment of HVAC control strategies using personal thermal comfort and sensitivity models
Research efforts have demonstrated the potentials of improving the performance of Heating,
Ventilation, and Air-Conditioning (HVAC) systems by leveraging personalized thermal …
Ventilation, and Air-Conditioning (HVAC) systems by leveraging personalized thermal …
Robust non-intrusive interpretation of occupant thermal comfort in built environments with low-cost networked thermal cameras
About 40% of the energy produced globally is consumed within buildings, primarily for
providing occupants with comfortable work and living spaces. However, despite the …
providing occupants with comfortable work and living spaces. However, despite the …
Energy saving potentials of integrating personal thermal comfort models for control of building systems: Comprehensive quantification through combinatorial …
Research studies provided evidence on the energy efficiency of integrating personal thermal
comfort profiles into the control loop of Heating, Ventilation, and Air-Conditioning (HVAC) …
comfort profiles into the control loop of Heating, Ventilation, and Air-Conditioning (HVAC) …
Fair-iot: Fairness-aware human-in-the-loop reinforcement learning for harnessing human variability in personalized iot
S Elmalaki - Proceedings of the International Conference on …, 2021 - dl.acm.org
Thanks to the rapid growth in wearable technologies, monitoring complex human context
becomes feasible, paving the way to develop human-in-the-loop IoT systems that naturally …
becomes feasible, paving the way to develop human-in-the-loop IoT systems that naturally …
[HTML][HTML] Heat flux sensing for machine-learning-based personal thermal comfort modeling
In recent years, physiological features have gained more attention in develo** models of
personal thermal comfort for improved and accurate adaptive operation of Human-In-The …
personal thermal comfort for improved and accurate adaptive operation of Human-In-The …
Heating, ventilation, and air conditioning control by range-Doppler and micro-Doppler radar sensor
In this paper, a radar-based system for the buildings' heating, ventilation, and air
conditioning (HVAC) control is proposed. Although a great effort was devoted to improving …
conditioning (HVAC) control is proposed. Although a great effort was devoted to improving …