Machine learning approach to predict the heat transfer coefficients pertaining to a radiant cooling system coupled with mixed and forced convection

A Numerical Study Aimed at Finding Optimal Artificial Neural Network Model Covering Experimentally Obtained Heat Transfer Characteristics of Hydronic Underfloor Radiant Heatin

(2022) Andaç Batur Çolak et al.   HEAT TRANSFER RESEARCH

An Experimental Study on Artificial Intelligence‐Based Prediction of Capacitance–Voltage Parameters of Polymer‐Interface 6H‐SiC/MEH‐PPV/Al Schottky Diodes

(2022) Tamer Güzel et al.   PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE

A novel comparative investigation of the effect of the number of neurons on the predictive performance of the artificial neural network: An experimental study on the thermal conductivity of ZrO 2 nanofluid

(2021) Andaç Batur Çolak   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Experimental study for predicting the specific heat of water based Cu‐Al 2 O 3 hybrid nanofluid using artificial neural network and proposing new correlation

(2020) A. Batur Çolak et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

An experimental study on the comparative analysis of the effect of the number of data on the error rates of artificial neural networks

(2020) Andaç Batur Çolak   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A model predictive control strategy to optimize the performance of radiant floor heating and cooling systems in office buildings

(2019) Jaewan Joe et al.   APPLIED ENERGY

Developing dissimilar artificial neural networks (ANNs) to prediction the thermal conductivity of MWCNT-TiO2/Water-ethylene glycol hybrid nanofluid

(2019) Alireza Akhgar et al.   POWDER TECHNOLOGY

Flow patterns and heat transfer coefficients using a rotational diffuser coupled with a radiant floor cooling

(2019) Francisco Fernández-Hernández et al.   APPLIED THERMAL ENGINEERING

The thermal conductivity, viscosity, and cloud points of bentonite nanofluids with n-pentadecane as the base fluid

(2019) Feridun Esmaeilzadeh et al.   JOURNAL OF MOLECULAR LIQUIDS

Artificial neural network analysis the pulsating Nusselt number and friction factor of TiO 2 /water nanofluids in the spirally coiled tube with magnetic field

(2018) P. Naphon et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Application of artificial neural networks (ANN) for vapor-liquid-solid equilibrium prediction for CH4 -CO2 binary mixture

(2018) Abulhassan Ali et al.   Greenhouse Gases-Science and Technology

A novel ANN-based approach to estimate heat transfer coefficients in radiant wall heating systems

(2017) Ozgen Acikgoz et al.   ENERGY AND BUILDINGS

Optimization of geothermal energy aided absorption refrigeration system—GAARS: A novel ANN-based approach

(2017) Abtullah Tugcu et al.   GEOTHERMICS

An inspection of thermal conductivity of CuO-SWCNTs hybrid nanofluid versus temperature and concentration using experimental data, ANN modeling and new correlation

(2017) Seyed Hadi Rostamian et al.   JOURNAL OF MOLECULAR LIQUIDS

Evaluation of thermal conductivity of MgO-MWCNTs/EG hybrid nanofluids based on experimental data by selecting optimal artificial neural networks

(2017) Masoud Vafaei et al.   PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES

Experimental and Neural Network Modeling of Partial Uptake for a Carbon Dioxide/Methane/Water Ternary Mixture on 13X Zeolite

(2017) Firas A. Abdul Kareem et al.   Energy Technology

Dynamic heat transfer modeling and parametric study of thermoelectric radiant cooling and heating panel system

(2016) Yongqiang Luo et al.   ENERGY CONVERSION AND MANAGEMENT

Experimental study on thermal conductivity of water-based Fe3O4 nanofluid: Development of a new correlation and modeled by artificial neural network

(2016) Masoud Afrand et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Establishment and experimental validation of a dynamic heat transfer model for concrete radiant cooling slab based on reaction coefficient method

(2014) Zhe Tian et al.   ENERGY AND BUILDINGS

Artificial neural network approach for prediction of thermal behavior of nanofluids flowing through circular tubes

(2014) B. Vaferi et al.   POWDER TECHNOLOGY

On the heat transfer coefficients between heated/cooled radiant floor and room

(2013) Tomasz Cholewa et al.   ENERGY AND BUILDINGS

An experimental study of natural and mixed convection over cooled vertical room wall

(2013) Samo Venko 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