A systematic literature review on smart and personalized ventilation using CO2 concentration monitoring and control

Using machine learning algorithms to multidimensional analysis of subjective thermal comfort in a library

(2022) Ge Song et al.   BUILDING AND ENVIRONMENT

Investigation of HVAC operation strategies for office buildings during COVID-19 pandemic

(2021) Cary A. Faulkner et al.   BUILDING AND ENVIRONMENT

Data-driven thermal comfort model via support vector machine algorithms: Insights from ASHRAE RP-884 database

(2020) Xiang Zhou et al.   ENERGY AND BUILDINGS

Comparing machine learning algorithms in predicting thermal sensation using ASHRAE Comfort Database II

(2020) Maohui Luo et al.   ENERGY AND BUILDINGS

Indoor air quality (IAQ) in naturally-ventilated primary schools in the UK: Occupant-related factors

(2020) Sepideh Sadat Korsavi et al.   BUILDING AND ENVIRONMENT

Personal comfort systems: A review on comfort, energy, and economics

(2020) Rajan Rawal et al.   ENERGY AND BUILDINGS

Optimized model-based control of main mine ventilation air flows with minimized energy consumption

(2020) S. Sjöström et al.   International Journal of Mining Science and Technology

HVAC systems for environmental control to minimize the COVID-19 infection

(2020) Junwei Ding et al.   INDOOR AND BUILT ENVIRONMENT

Review and comparison of HVAC operation guidelines in different countries during the COVID-19 pandemic

(2020) Mingyue Guo et al.   BUILDING AND ENVIRONMENT

Data-driven simulation of a thermal comfort-based temperature set-point control with ASHRAE RP884

(2019) Siliang Lu et al.   BUILDING AND ENVIRONMENT

Investigation of the physiological differences in the immersive virtual reality environment and real indoor environment: Focused on skin temperature and thermal sensation

(2019) Dongwoo Yeom et al.   BUILDING AND ENVIRONMENT

Energy savings with outdoor temperature-based smart ventilation control strategies in advanced California homes

(2019) Brennan D. Less et al.   ENERGY AND BUILDINGS

A Review of CFD Analysis Methods for Personalized Ventilation (PV) in Indoor Built Environments

(2019) Liu et al.   Sustainability

A feedforward neural network based indoor-climate control framework for thermal comfort and energy saving in buildings

(2019) Tanaya Chaudhuri et al.   APPLIED ENERGY

Personal CO2 cloud: laboratory measurements of metabolic CO2 inhalation zone concentration and dispersion in a typical office desk setting

(2019) Jovan Pantelic et al.   Journal of Exposure Science and Environmental Epidemiology

Comparative studies of photo-acoustic gas analyzers based on tunable CO2 lasers with external and intracavity detector arrangement

(2019) Igor V. Sherstov et al.   INFRARED PHYSICS & TECHNOLOGY

Using machine learning techniques for occupancy-prediction-based cooling control in office buildings

(2018) Yuzhen Peng et al.   APPLIED ENERGY

Personal comfort models – A new paradigm in thermal comfort for occupant-centric environmental control

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Automated mobile sensing: Towards high-granularity agile indoor environmental quality monitoring

(2018) Ming Jin et al.   BUILDING AND ENVIRONMENT

CO 2 based ventilation control in energy retrofit: An experimental assessment

(2018) Luigi Schibuola et al.   ENERGY

Smart ventilation energy and indoor air quality performance in residential buildings: A review

(2018) Gaëlle Guyot et al.   ENERGY AND BUILDINGS

Random forest based thermal comfort prediction from gender-specific physiological parameters using wearable sensing technology

(2018) Tanaya Chaudhuri et al.   ENERGY AND BUILDINGS

Thermal comfort prediction using normalized skin temperature in a uniform built environment

(2018) Tanaya Chaudhuri et al.   ENERGY AND BUILDINGS

Using an ensemble machine learning methodology-Bagging to predict occupants’ thermal comfort in buildings

(2018) Zhibin Wu et al.   ENERGY AND BUILDINGS

Machine learning method for real-time non-invasive prediction of individual thermal preference in transient conditions

(2018) Andrei Claudiu Cosma et al.   BUILDING AND ENVIRONMENT

Modeling and Implementation of Electroactive Smart Air-Conditioning Vent Register for Personalized HVAC Systems

(2017) Jinlong Yan et al.   IEEE Access

Comfortably cool bedroom environment during the initial phase of the sleeping period delays the onset of sleep in summer

(2016) L. Lan et al.   BUILDING AND ENVIRONMENT

Development of an occupancy prediction model using indoor environmental data based on machine learning techniques

(2016) Seung Ho Ryu et al.   BUILDING AND ENVIRONMENT

An evidence based approach to determining residential occupancy and its role in demand response management

(2016) Joel Chaney et al.   ENERGY AND BUILDINGS

High indoor CO2concentrations in an office environment increases the transcutaneous CO2level and sleepiness during cognitive work

(2016) Tommi Vehviläinen et al.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE

A review on non-dispersive infrared gas sensors: Improvement of sensor detection limit and interference correction

(2016) Trieu-Vuong Dinh et al.   SENSORS AND ACTUATORS B-CHEMICAL

Experimental study of occupancy-based control of HVAC zones

(2015) Siddharth Goyal et al.   APPLIED ENERGY

Evaluating thermal comfort in mixed-mode buildings: A field study in a subtropical climate

(2015) Maohui Luo et al.   BUILDING AND ENVIRONMENT

Indoor air quality requirements in green building certifications

(2015) Wenjuan Wei et al.   BUILDING AND ENVIRONMENT

A review of the corrective power of personal comfort systems in non-neutral ambient environments

(2015) Hui Zhang et al.   BUILDING AND ENVIRONMENT

Occupant centered lighting control for comfort and energy efficient building operation

(2015) Zoltán Nagy et al.   ENERGY AND BUILDINGS

Predicting household occupancy for smart heating control: A comparative performance analysis of state-of-the-art approaches

(2014) Wilhelm Kleiminger et al.   ENERGY AND BUILDINGS

Personalized conditioning and its impact on thermal comfort and energy performance – A review

(2014) Michal Veselý et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Pilot study on the application of bedside personalized ventilation to sleeping people

(2013) Li Lan et al.   BUILDING AND ENVIRONMENT

Energy savings by smart utilization of mechanical and natural ventilation for hybrid residential building model in passive climate

(2013) Raad Z. Homod et al.   ENERGY AND BUILDINGS

Experimental study on a bedside personalized ventilation system for improving sleep comfort and quality

(2013) Xin Zhou et al.   INDOOR AND BUILT ENVIRONMENT

Low-mixing coaxial nozzle for effective personalized ventilation

(2013) Alain Makhoul et al.   INDOOR AND BUILT ENVIRONMENT

A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting

(2013) Bing Dong et al.   Building Simulation

Investigation of human body skin temperatures as a bio-signal to indicate overall thermal sensations

(2012) Joon-Ho Choi et al.   BUILDING AND ENVIRONMENT

Desk fans for the control of the convection flow around occupants using ceiling mounted personalized ventilation

(2012) A. Makhoul et al.   BUILDING AND ENVIRONMENT

Air Change Rates and Interzonal Flows in Residences, and the Need for Multi-Zone Models for Exposure and Health Analyses

(2012) Liuliu Du et al.   International Journal of Environmental Research and Public Health

Energy saving potential and repercussions on indoor air quality of demand controlled residential ventilation strategies

(2011) J. Laverge et al.   BUILDING AND ENVIRONMENT

Investigation of the possibility of the use of heart rate as a human factor for thermal sensation models

(2011) Joon-Ho Choi et al.   BUILDING AND ENVIRONMENT

Air movement and perceived air quality

(2011) A.K. Melikov et al.   BUILDING AND ENVIRONMENT

A robust CO2-based demand-controlled ventilation control strategy for multi-zone HVAC systems

(2011) Nabil Nassif   ENERGY AND BUILDINGS

The effects of 7.5% carbon dioxide inhalation on task performance in healthy volunteers

(2011) Alison Diaper et al.   JOURNAL OF PSYCHOPHARMACOLOGY

User’s behavior study for smart houses occupant prediction

(2010) Rachid Kadouche et al.   Annals of Telecommunications

Thermal comfort and IAQ assessment of under-floor air distribution system integrated with personalized ventilation in hot and humid climate

(2010) Ruixin Li et al.   BUILDING AND ENVIRONMENT

In-situ implementation and validation of a CO2-based adaptive demand-controlled ventilation strategy in a multi-zone office building

(2010) Zhongwei Sun et al.   BUILDING AND ENVIRONMENT

Ceiling mounted personalized ventilation system in hot and humid climate—An energy analysis

(2010) Bin Yang et al.   ENERGY AND BUILDINGS

Association between substandard classroom ventilation rates and students’ academic achievement

(2010) U. Haverinen-Shaughnessy et al.   INDOOR AIR

Regulation of human metabolism by hypoxia-inducible factor

(2010) Federico Formenti et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Optimal decision making in ventilation control

(2009) Andrew Kusiak et al.   ENERGY

Energy analysis of the personalized ventilation system in hot and humid climates

(2009) Stefano Schiavon et al.   ENERGY AND BUILDINGS

Experimental investigation of reduced-mixing personal ventilation jets

(2008) H. Ezzat Khalifa et al.   BUILDING AND ENVIRONMENT

Computational analysis of reduced-mixing personal ventilation jets

(2008) Jackie S. Russo et al.   BUILDING AND ENVIRONMENT