Hierarchical Modelling for CO2 Variation Prediction for HVAC System Operation

A reduced-scale experimental study of dispersion characteristics of hydrogen leakage in an underground parking garage

(2023) Jie Xin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Scalable Room Occupancy Prediction with Deep Transfer Learning Using Indoor Climate Sensor

(2022) Davor Stjelja et al.   Energies

A proactive 2-stage indoor CO2-based demand-controlled ventilation method considering control performance and energy efficiency

(2022) Chunxiao Li et al.   APPLIED ENERGY

Associations of cooking fuel types and daily cooking duration with sleep quality in rural adults: Effect modification of kitchen ventilation

(2022) Wei Liao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Why indoor spaces are still prime COVID hotspots

(2021) Dyani Lewis   NATURE

Occupancy-based HVAC control systems in buildings: A state-of-the-art review

(2021) Mohammad Esrafilian-Najafabadi et al.   BUILDING AND ENVIRONMENT

A review of methods to reduce the probability of the airborne spread of COVID-19 in ventilation systems and enclosed spaces

(2021) Gentry Berry et al.   ENVIRONMENTAL RESEARCH

Convolutional neural network simplification with progressive retraining

(2021) D. Osaku et al.   PATTERN RECOGNITION LETTERS

Simulation of passive ventilation strategies towards indoor CO2 concentration reduction for passive houses

(2021) Katarina Cakyova et al.   Journal of Building Engineering

Quantificational exposure, sources, and health risks posed by heavy metals in indoor and outdoor household dust in a typical smelting area in China

(2020) Suzhen Cao et al.   INDOOR AIR

A review of building occupancy measurement systems

(2020) Kailai Sun et al.   ENERGY AND BUILDINGS

Indoor CO 2 concentrations and cognitive function: A critical review

(2020) Bowen Du et al.   INDOOR AIR

Forecasting office indoor CO2 concentration using machine learning with a one-year dataset

(2020) Johanna Kallio et al.   BUILDING AND ENVIRONMENT

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

(2020) Liang Yu et al.   IEEE Transactions on Smart Grid

Occupant presence and behavior: A major issue for building energy performance simulation and assessment

(2020) Y. Laaroussi et al.   Sustainable Cities and Society

Inferring occupant counts from Wi-Fi data in buildings through machine learning

(2019) Zhe Wang et al.   BUILDING AND ENVIRONMENT

Building occupancy estimation and detection: A review

(2018) Zhenghua Chen et al.   ENERGY AND BUILDINGS

Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package)

(2018) Maximilian Christ et al.   NEUROCOMPUTING

Towards occupant activity driven smart buildings via WiFi-enabled IoT devices and deep learning

(2018) Han Zou et al.   ENERGY AND BUILDINGS

A review of occupant-centric building control strategies to reduce building energy use

(2018) Sophie Naylor et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Building Occupancy Estimation with Environmental Sensors via CDBLSTM

(2017) Zhenghua Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Long-Short Term Memory Recurrent Neural Network Based Reinforcement Learning Controller for Office Heating Ventilation and Air Conditioning Systems

(2017) et al.   Processes

Accurate occupancy detection of an office room from light, temperature, humidity and CO 2 measurements using statistical learning models

(2016) Luis M. Candanedo et al.   ENERGY AND BUILDINGS

Exhaust ventilation in attached garages improves residential indoor air quality

(2016) G. Mallach et al.   INDOOR AIR

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

Is CO 2 an Indoor Pollutant? Direct Effects of Low-to-Moderate CO 2 Concentrations on Human Decision-Making Performance

(2012) Usha Satish et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

An information technology enabled sustainability test-bed (ITEST) for occupancy detection through an environmental sensing network

(2010) Bing Dong et al.   ENERGY AND BUILDINGS

A review on buildings energy consumption information

(2007) Luis Pérez-Lombard et al.   ENERGY AND BUILDINGS