Prediction and optimization of thermal comfort, IAQ and energy consumption of typical air-conditioned rooms based on a hybrid prediction model

Assessing personal exposure to COVID-19 transmission in public indoor spaces based on fine-grained trajectory data: A simulation study

(2022) Pengfei Chen et al.   BUILDING AND ENVIRONMENT

Integrated artificial neural network prediction model of indoor environmental quality in a school building

(2022) Ji Hyeon Cho et al.   Journal of Cleaner Production

Optimisation of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost

(2022) Miguel Martínez-Comesaña et al.   Sustainable Cities and Society

Development of a back-propagation neural network and adaptive grey wolf optimizer algorithm for thermal comfort and energy consumption prediction and optimization

(2021) Lu Li et al.   ENERGY AND BUILDINGS

Optimization of air supply parameters for stratum ventilation based on proper orthogonal decomposition

(2021) Yang Liu et al.   Sustainable Cities and Society

A PMV-based HVAC control strategy for office rooms subjected to solar radiation

(2020) Jing Wu et al.   BUILDING AND ENVIRONMENT

A novel two-stage forecasting model based on error factor and ensemble method for multi-step wind power forecasting

(2019) Yan Hao et al.   APPLIED ENERGY

Quantitative investigations on setting parameters of air conditioning (air-supply speed and temperature) in ventilated cooling rooms

(2019) Haofu Chen et al.   INDOOR AND BUILT ENVIRONMENT

PMV-based dynamic optimization of energy consumption for a residential task/ambient air conditioning system in different climate zones

(2019) Ning Mao et al.   RENEWABLE ENERGY

A three-stage optimization methodology for envelope design of passive house considering energy demand, thermal comfort and cost

(2019) Ran Wang et al.   ENERGY

Passive design optimization of newly-built residential buildings in Shanghai for improving indoor thermal comfort while reducing building energy demand

(2018) Shaoqing Gou et al.   ENERGY AND BUILDINGS

Data decomposition based fast reduced kernel extreme learning machine for currency exchange rate forecasting and trend analysis

(2018) P.P. Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Effects of operation parameters on performances of stratum ventilation for heating mode

(2018) Sheng Zhang et al.   BUILDING AND ENVIRONMENT

An effective secondary decomposition approach for wind power forecasting using extreme learning machine trained by crisscross optimization

(2017) Hao Yin et al.   ENERGY CONVERSION AND MANAGEMENT

Development of a thermal control algorithm using artificial neural network models for improved thermal comfort and energy efficiency in accommodation buildings

(2016) Jin Woo Moon et al.   APPLIED THERMAL ENGINEERING

CFD simulation of stratified indoor environment in displacement ventilation: Validation and sensitivity analysis

(2016) Sara Gilani et al.   BUILDING AND ENVIRONMENT

Comparative analysis of reference evapotranspiration equations modelling by extreme learning machine

(2016) Milan Gocic et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Indoor air quality requirements in green building certifications

(2015) Wenjuan Wei et al.   BUILDING AND ENVIRONMENT

Effects of temperature and supply airflow rate on thermal comfort in a stratum-ventilated room

(2015) Yong Cheng et al.   BUILDING AND ENVIRONMENT

Challenges in developing ventilation and indoor air quality standards: The story of ASHRAE Standard 62

(2015) Andrew Persily   BUILDING AND ENVIRONMENT

Application of multi-objective genetic algorithm to optimize energy efficiency and thermal comfort in building design

(2015) Wei Yu et al.   ENERGY AND BUILDINGS

The cost of over-cooling commercial buildings in the United States

(2015) Sybil Derrible et al.   ENERGY AND BUILDINGS

Associations of Cognitive Function Scores with Carbon Dioxide, Ventilation, and Volatile Organic Compound Exposures in Office Workers: A Controlled Exposure Study of Green and Conventional Office Environments

(2015) Joseph G. Allen et al.   ENVIRONMENTAL HEALTH PERSPECTIVES

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization – Extreme learning machine approach

(2014) S. Salcedo-Sanz et al.   ENERGY CONVERSION AND MANAGEMENT

Evaluation of various turbulence models for the prediction of the airflow and temperature distributions in atria

(2012) Shafqat Hussain 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

Performance of ANN-based predictive and adaptive thermal-control methods for disturbances in and around residential buildings

(2011) Jin Woo Moon   BUILDING AND ENVIRONMENT

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

A review and outlook for a ‘Building Information Model’ (BIM): A multi-standpoint framework for technological development

(2010) Tomo Cerovsek   ADVANCED ENGINEERING INFORMATICS

ANN-based thermal control models for residential buildings

(2010) Jin Woo Moon et al.   BUILDING AND ENVIRONMENT

Room air temperature affects occupants’ physiology, perceptions and mental alertness

(2009) Kwok Wai Tham et al.   BUILDING AND ENVIRONMENT

A review on buildings energy consumption information

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