Development of novel PMV-based HVAC control strategies using a mean radiant temperature prediction model by machine learning in Kuwaiti climate

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

(2020) Jing Wu et al.   BUILDING AND ENVIRONMENT

Using Thermostats for Indoor Climate Control in Offices: The Effect on Thermal Comfort and Heating/Cooling Energy Use

(2019) Haiying Wang et al.   ENERGY AND BUILDINGS

Modeling and forecasting building energy consumption: A review of data-driven techniques

(2019) Mathieu Bourdeau et al.   Sustainable Cities and Society

Predicting air temperatures in a naturally ventilated nearly zero energy building: Calibration, validation, analysis and approaches

(2019) Adam O' Donovan et al.   APPLIED ENERGY

Development of Thermal Comfort-Based Controller and Potential Reduction of the Cooling Energy Consumption of a Residential Building in Kuwait

(2019) Jaesung Park et al.   Energies

The Derivation of Cooling Set-Point Temperature in an HVAC System, Considering Mean Radiant Temperature

(2019) Jinmog Han et al.   Sustainability

A critical review of field implementations of occupant-centric building controls

(2019) June Young Park et al.   BUILDING AND 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

Application of deep Q-networks for model-free optimal control balancing between different HVAC systems

(2019) Ki Uhn Ahn et al.   Science and Technology for the Built Environment

Potential analysis of the transfer learning model in short and medium-term forecasting of building HVAC energy consumption

(2019) Fanyue Qian et al.   ENERGY

On the understanding of the mean radiant temperature within both the indoor and outdoor environment, a critical review

(2019) Hongshan Guo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings

(2019) Yujiao Chen et al.   JOURNAL OF CLEANER PRODUCTION

Modelling and analysis of unsolicited temperature setpoint change requests in office buildings

(2018) H. Burak Gunay et al.   BUILDING AND ENVIRONMENT

Experimental testing of a system for the energy-efficient sub-zonal heating management in indoor environments based on PMV

(2018) L. Zampetti et al.   ENERGY AND BUILDINGS

Real-time prediction model for indoor temperature in a commercial building

(2018) Zakia Afroz et al.   APPLIED ENERGY

A hybrid building thermal modeling approach for predicting temperatures in typical, detached, two-story houses

(2018) Borui Cui et al.   APPLIED ENERGY

A review and analysis of regression and machine learning models on commercial building electricity load forecasting

(2017) B. Yildiz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The difference between the mean radiant temperature and the air temperature within indoor environments: A case study during summer conditions

(2015) Nadine Walikewitz et al.   BUILDING AND ENVIRONMENT

Automatic Control System for Thermal Comfort Based on Predicted Mean Vote and Energy Saving

(2015) K. L. Ku et al.   IEEE Transactions on Automation Science and Engineering

Building automation and control systems: A case study to evaluate the energy and environmental performances of a lighting control system in offices

(2014) C. Aghemo et al.   AUTOMATION IN CONSTRUCTION

Effect of MRT variation on the energy consumption in a PMV-controlled office

(2010) Dong Hwa Kang et al.   BUILDING AND ENVIRONMENT

Thermal comfort in air-conditioned mosques in the dry desert climate

(2010) Farraj F. Al-ajmi   BUILDING AND ENVIRONMENT

Indoor thermal conditions and thermal comfort in air-conditioned domestic buildings in the dry-desert climate of Kuwait

(2009) Farraj F. Al-ajmi et al.   BUILDING AND ENVIRONMENT

A neuro–fuzzy model for prediction of the indoor temperature in typical Australian residential buildings

(2009) Haitham Alasha’ary et al.   ENERGY AND BUILDINGS

Predictive controllers for thermal comfort optimization and energy savings

(2008) Roberto Z. Freire et al.   ENERGY AND BUILDINGS