A smart and less intrusive feedback request algorithm towards human-centered HVAC operation

S Lee, P Karava, A Tzempelikos, I Bilionis - Building and Environment, 2020 - Elsevier
There is an increasing number of recent studies about personalized thermal preferences
and controls in office buildings. Data collection from occupants in real buildings is necessary …

Thermal adaptation in occupant-driven HVAC control

JJ Aguilera, OB Kazanci, J Toftum - Journal of Building Engineering, 2019 - Elsevier
Abstract Personal Comfort Models (PCM) build on state-of-the-art methods to predict
individuals' thermal comfort responses based on occupant input and indoor environment …

Inference of thermal preference profiles for personalized thermal environments with actual building occupants

S Lee, P Karava, A Tzempelikos, I Bilionis - Building and Environment, 2019 - Elsevier
In this paper we present a methodology to map individual occupants' thermal preference
votes and indoor environmental variables into personalized preference models. Our …

Towards smart buildings with self-tuned indoor thermal environments–A critical review

S Lee, P Karava - Energy and Buildings, 2020 - Elsevier
Previous studies show differences in thermal comfort among individual occupants and
suggest solutions that incorporate building occupants in sensing and control frameworks …

Enhancing personalised thermal comfort models with Active Learning for improved HVAC controls

ZD Tekler, Y Lei, X Dai, A Chong - Journal of Physics …, 2023 - iopscience.iop.org
Developing personalised thermal comfort models to inform occupant-centric controls (OCC)
in buildings requires collecting large amounts of real-time occupant preference data. This …

User-led decentralized thermal comfort driven HVAC operations for improved efficiency in office buildings

F Jazizadeh, A Ghahramani, B Becerik-Gerber… - Energy and …, 2014 - Elsevier
Thermal comfort is one of the main driving factors in defining the operational settings of
HVAC systems, and it greatly impacts energy efficiency in buildings. Lack of information …

Human-building interaction framework for personalized thermal comfort-driven systems in office buildings

F Jazizadeh, A Ghahramani… - Journal of Computing …, 2014 - ascelibrary.org
Centrally controlled heating, ventilation, and air conditioning (HVAC) systems in commercial
buildings are operated by building management systems (BMS) based on the predefined …

Personalized Thermal Comfort-Driven Control in HVAC-OperatedOffice Buildings

F Jazizadeh, A Ghahramani… - Computing in Civil …, 2013 - ascelibrary.org
Occupant comfort is a dominant influence on the performance of HVAC operations. Most
HVAC system operations rely on industry standards to ensure satisfactory environmental …

[HTML][HTML] Model-based monitoring of occupant's thermal state for adaptive HVAC predictive controlling

A Youssef, N Caballero, JM Aerts - Processes, 2019 - mdpi.com
Conventional indoor climate design and control approaches are based on static thermal
comfort/sensation models that view the building occupants as passive recipients of their …

[HTML][HTML] Human physiology for personal thermal comfort-based HVAC control–A review

DI Bogatu, J Shinoda, JJ Aguilera, BW Olesen… - Building and …, 2023 - Elsevier
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 …