Review on occupant-centric thermal comfort sensing, predicting, and controlling
Ensuring occupants' thermal comfort and work performance is one of the primary objectives
for building environment conditioning systems. In recent years, there emerged many …
for building environment conditioning systems. In recent years, there emerged many …
Data-driven personal thermal comfort prediction: A literature review
Personal thermal comfort prediction modeling has become a trending topic in efforts to
improve individual indoor comfort, a notion that is closely related to the design and …
improve individual indoor comfort, a notion that is closely related to the design and …
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
Abstract Model predictive control (MPC) has shown great potential in improving building
performance and saving energy. However, after over 20 years of research, it is yet to be …
performance and saving energy. However, after over 20 years of research, it is yet to be …
The field of human building interaction for convergent research and innovation for intelligent built environments
Abstract Human-Building Interaction (HBI) is a convergent field that represents the growing
complexities of the dynamic interplay between human experience and intelligence within …
complexities of the dynamic interplay between human experience and intelligence within …
Collective comfort optimization in multi-occupancy environments by leveraging personal comfort models and thermal distribution patterns
Buildings with shared spaces present a unique challenge for maintaining thermal comfort
due to their dynamic occupancy patterns and the potential for wide variation in occupant …
due to their dynamic occupancy patterns and the potential for wide variation in occupant …
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 …
The effects of a mismatch between thermal comfort modeling and HVAC controls from an occupancy perspective
Incorporating data-driven thermal comfort models into occupant-centric HVAC controls is
crucial to meet occupants' preferences in thermal comfort. Although HVAC controls and …
crucial to meet occupants' preferences in thermal comfort. Although HVAC controls and …
A hybrid ensemble learning framework for zero-energy potential prediction of photovoltaic direct-driven air conditioners
Integrating renewable energy is a promising solution for buildings to achieve the net-zero-
energy goal. Expanding real-time matching between renewable energy generation and …
energy goal. Expanding real-time matching between renewable energy generation and …
Adaptive thermal comfort approach to save energy in tropical climate educational building by artificial intelligence
LA López-Pérez, JJ Flores-Prieto - Energy, 2023 - Elsevier
This work shows a comparative study of energy savings in an air-conditioning educational
building in Aw's tropical climate regarding annual cooling load and degree-days, with …
building in Aw's tropical climate regarding annual cooling load and degree-days, with …
A personal touch to demand response: An occupant-centric control strategy for HVAC systems using personalized comfort models
M Meimand, F Jazizadeh - Energy and Buildings, 2024 - Elsevier
HAVC systems account for the majority of energy use in buildings. Therefore, research
efforts have been made to develop control strategies to improve energy efficiency during the …
efforts have been made to develop control strategies to improve energy efficiency during the …