Prediction Performance of an Artificial Neural Network Model for the Amount of Cooling Energy Consumption in Hotel Rooms

Ensemble of various neural networks for prediction of heating energy consumption

(2015) Radiša Ž. Jovanović et al.   ENERGY AND BUILDINGS

A neural network-based multi-zone modelling approach for predictive control system design in commercial buildings

(2015) Hao Huang et al.   ENERGY AND BUILDINGS

Hourly prediction of a building's electricity consumption using case-based reasoning, artificial neural networks and principal component analysis

(2015) Radu Platon et al.   ENERGY AND BUILDINGS

A Comparative Study Between Thermostat/Hygrometer-Based Conventional and Artificial Neural Network-Based Predictive/Adaptive Thermal Controls in Residential Buildings

(2015) Jin Woo Moon et al.   Journal of Asian Architecture and Building Engineering

Utilizing artificial neural network to predict energy consumption and thermal comfort level: An indoor swimming pool case study

(2014) Baris Yuce et al.   ENERGY AND BUILDINGS

On-line adaptive control of a direct expansion air conditioning system using artificial neural network

(2013) Ning Li et al.   APPLIED THERMAL ENGINEERING

Coupling a neural network temperature predictor and a fuzzy logic controller to perform thermal comfort regulation in an office building

(2013) Antonino Marvuglia et al.   BUILDING AND ENVIRONMENT

Determining optimum control of double skin envelope for indoor thermal environment based on artificial neural network

(2013) Jin Woo Moon et al.   ENERGY AND BUILDINGS

Development of an artificial neural network model based thermal control logic for double skin envelopes in winter

(2012) Jin Woo Moon et al.   BUILDING AND ENVIRONMENT

Neural networks based predictive control for thermal comfort and energy savings in public buildings

(2012) P.M. Ferreira et al.   ENERGY AND BUILDINGS

Artificial neural networks for predicting indoor temperature using roof passive cooling techniques in buildings in different climatic conditions

(2011) Shrikant Pandey et al.   APPLIED SOFT COMPUTING

Comparative study of artificial intelligence-based building thermal control methods – Application of fuzzy, adaptive neuro-fuzzy inference system, and artificial neural network

(2011) Jin Woo Moon et al.   APPLIED THERMAL ENGINEERING

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

(2011) Jin Woo Moon   BUILDING AND ENVIRONMENT

Perspectives of double skin façade systems in buildings and energy saving

(2011) M.A. Shameri et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Applications of artificial neural networks for refrigeration, air-conditioning and heat pump systems—A review

(2011) M. Mohanraj et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

ANN-based thermal control models for residential buildings

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

Energy performance assessment of double-skin façade with thermal mass

(2010) Ali Fallahi et al.   ENERGY AND BUILDINGS

Thermostat strategies impact on energy consumption in residential buildings

(2010) Jin Woo Moon et al.   ENERGY AND BUILDINGS

Comparison of neural network, conditional demand analysis, and engineering approaches for modeling end-use energy consumption in the residential sector

(2007) Merih Aydinalp-Koksal et al.   APPLIED ENERGY