Data driven indoor air quality prediction in educational facilities based on IoT network

Analysis of the accuracy on PMV – PPD model using the ASHRAE Global Thermal Comfort Database II

(2019) Toby Cheung et al.   BUILDING AND ENVIRONMENT

Framework-Oriented Approach to Ease the Development of Ambient Assisted-Living Systems

(2019) Paolo Bellagente et al.   IEEE Systems Journal

Review of adaptive thermal comfort models in built environmental regulatory documents

(2018) S. Carlucci et al.   BUILDING AND ENVIRONMENT

Possible future impacts of elevated levels of atmospheric CO2 on human cognitive performance and on the design and operation of ventilation systems in buildings

(2018) Robert J Lowe et al.   Building Services Engineering Research & Technology

Delay Estimation of Industrial IoT Applications Based on Messaging Protocols

(2018) Paolo Ferrari et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO 2 emissions

(2017) Rafael Pino-Mejías et al.   ENERGY

Probabilistic behavioral modeling in building performance simulation: A Monte Carlo approach

(2017) Fulvio Re Cecconi et al.   ENERGY AND BUILDINGS

Occupancy determination based on time series of CO 2 concentration, temperature and relative humidity

(2017) Andrzej Szczurek et al.   ENERGY AND BUILDINGS

Deep long short-term memory structures model temporal dependencies improving cognitive workload estimation

(2017) Ryan G. Hefron et al.   PATTERN RECOGNITION LETTERS

A review of artificial intelligence based building energy use prediction: Contrasting the capabilities of single and ensemble prediction models

(2017) Zeyu Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An open solution to provide personalized feedback for building energy management

(2017) Andrea Monacchi et al.   Journal of Ambient Intelligence and Smart Environments

Review of occupancy sensing systems and occupancy modeling methodologies for the application in institutional buildings

(2016) Junjing Yang et al.   ENERGY AND BUILDINGS

Probabilistic behavioural modeling in building performance simulation—The Brescia eLUX lab

(2016) Lavinia Chiara Tagliabue et al.   ENERGY AND BUILDINGS

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

Forecasting diurnal cooling energy load for institutional buildings using Artificial Neural Networks

(2016) Chirag Deb et al.   ENERGY AND BUILDINGS

Predicting the CO 2 levels in buildings using deterministic and identified models

(2016) Alexandros Pantazaras et al.   ENERGY AND BUILDINGS

Effects of exposure to carbon dioxide and bioeffluents on perceived air quality, self-assessed acute health symptoms, and cognitive performance

(2016) X. Zhang et al.   INDOOR AIR

Association between classroom ventilation mode and learning outcome in Danish schools

(2015) Jørn Toftum et al.   BUILDING AND ENVIRONMENT

Completing the missing link in building design process: Enhancing post-occupancy evaluation method for effective feedback for building performance

(2015) Özgür Göçer et al.   BUILDING AND ENVIRONMENT

Energy-efficient control of under-actuated HVAC zones in commercial buildings

(2015) Jonathan Brooks et al.   ENERGY AND BUILDINGS

Prediction of building energy consumption using an improved real coded genetic algorithm based least squares support vector machine approach

(2015) Hyun Chul Jung et al.   ENERGY AND BUILDINGS

Understanding the energy consumption and occupancy of a multi-purpose academic building

(2015) Mehreen S. Gul et al.   ENERGY AND BUILDINGS

Occupancy Modeling and Prediction for Building Energy Management

(2014) Varick L. Erickson et al.   ACM Transactions on Sensor Networks

Indoor CO 2 measurements in Serbian schools and ventilation rate calculation

(2014) Valentina Turanjanin et al.   ENERGY

Quality of grey-box models and identified parameters as function of the accuracy of input and observation signals

(2014) G. Reynders et al.   ENERGY AND BUILDINGS

An Energy-Efficient Smart Comfort Sensing System Based on the IEEE 1451 Standard for Green Buildings

(2014) Anuj Kumar et al.   IEEE SENSORS JOURNAL

Field-based study on the energy-saving effects of CO2 demand controlled ventilation in an office with application of Energy recovery ventilators

(2013) Yunqing Fan et al.   ENERGY AND BUILDINGS

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

(2013) Farrokh Jazizadeh et al.   ENERGY AND BUILDINGS

Web application for thermal comfort visualization and calculation according to ASHRAE Standard 55

(2013) Stefano Schiavon et al.   Building Simulation

Fuzzy logic based energy management strategy for commercial buildings integrating photovoltaic and storage systems

(2012) He Zhang et al.   ENERGY AND BUILDINGS

Effect of classroom air quality on students’ concentration: results of a cluster-randomized cross-over experimental study

(2012) D. Twardella et al.   INDOOR AIR

Office Workers’ Sick Building Syndrome and Indoor Carbon Dioxide Concentrations

(2012) Dai-Hua Tsai et al.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE

Adaptive comfort from the viewpoint of human body exergy consumption

(2011) Marcel Schweiker et al.   BUILDING AND ENVIRONMENT

Development and validation of a methodology to challenge the adaptive comfort model

(2011) Marcel Schweiker et al.   BUILDING AND ENVIRONMENT

Ventilation rates in schools and pupils’ performance

(2011) Zs. Bakó-Biró et al.   BUILDING AND ENVIRONMENT

Prediction of room temperature and relative humidity by autoregressive linear and nonlinear neural network models for an open office

(2011) G. Mustafaraj et al.   ENERGY AND BUILDINGS

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

(2011) Nabil Nassif   ENERGY AND BUILDINGS

Building energy and comfort management through occupant behaviour pattern detection based on a large-scale environmental sensor network

(2011) Bing Dong et al.   Journal of Building Performance Simulation

Comfort of workers in office buildings: The European HOPE project

(2010) Philomena M. Bluyssen et al.   BUILDING AND ENVIRONMENT

Parametric studies and evaluations of indoor thermal environment in wet season using a field survey and PMV–PPD method

(2009) Shengxian Wei et al.   ENERGY AND BUILDINGS