Thermal Science

Thermal behavior, kinetics and synergistic effect of co-pyrolysis of moso bamboo with bituminous coal using thermogravimetric analysis and artificial neural network

Co-pyrolysis, thermogravimetry analysis, kinetics, synergistic effect, Artificial Neural Network

Optimization of air source heat pump system based on TRNSYS and artificial neural network

THERMAL SCIENCE, volume 29, No. 6, YEAR 2025

Air source heat pump, TRNSYS, Artificial Neural Network, Operation optimization, Saving energy

A comprehensive review on the application progress of shallow geothermal energy utilization and artificial neural network in detection technology

THERMAL SCIENCE, volume 29, No. 6, YEAR 2025

shallow geothermal energy, thermal response test, Artificial Neural Network, numerical simulation

Artificial neural network model for microclimate performance of solar greenhouse with thermal storage

THERMAL SCIENCE, volume 29, No. 5, YEAR 2025

Artificial Neural Network, greenhouse, thermal storage, temperature, microclimate, sensitivity analysis

The PSO/GA/ANN modeling and prediction for the higher heating values of solid fuels: The machine learning approach

THERMAL SCIENCE, volume 29, No. 4, YEAR 2025

solid fuel, Higher heating value, machine learning, Artificial Neural Network

Development of a predictive model for thermal conductivity in graphene nanoplatelets-infused damper oil using ANN/RSM

THERMAL SCIENCE, volume 28, No. 5, YEAR 2024

thermal conductivity, Artificial Neural Network, response surface methodology, graphene nanoplatelets

Assessing the properties of Miscanthus x Giganteus under varying levels of ash fertilization treatment and regression neural network insight into calorific value

THERMAL SCIENCE, volume 28, No. 4, YEAR 2024

Miscanthus x Giganteus, fertilisation, energy properties, Artificial Neural Network, modelling

Prediction of frosting process on cold wall surface based on ANN with back propagation algorithm

THERMAL SCIENCE, volume 27, No. 5, YEAR 2023

Artificial Neural Network, Back Propagation Algorithm, Frosting Process, Frosting Characteristics, Frost Height

Machine learning models to prediction OPIC crude oil production

THERMAL SCIENCE, volume 26, Special Issue, YEAR 2022

machine learning, Artificial Neural Network, symmetric mean absolute percentage errors, mean absolute percentage error

A computational method to solve for the heat conduction temperature field based on data-driven approach

THERMAL SCIENCE, volume 26, No. 1, YEAR 2022

Data-driven, numerical solution, heat conduction, Artificial Neural Network, HTM

Measurement and calculation of calorific value of raw coal based on artificial neural network analysis method

THERMAL SCIENCE, volume 24, No. 5, YEAR 2020

Artificial Neural Network, RBF neural network, calorific value of raw coal, prediction calculation

Computer image processing and neural network technology for boiler thermal energy diagnosis

THERMAL SCIENCE, volume 24, No. 5, YEAR 2020

Furnace flame, temperature field, combustion diagnosis, Artificial Neural Network, image processing

Teaching learning optimization and neural network for the effective prediction of heat transfer rates in tube heat exchangers

THERMAL SCIENCE, volume 24, No. 1, YEAR 2020

heat exchanger, Artificial Neural Network, heat transfer rate, teaching learning optimization, shell and tube heat exchanger, hybrid machine learning

Modelling and analysis of automatic air conditioning system using support vector machine

THERMAL SCIENCE, volume 24, No. 1, YEAR 2020

automatic air conditioning, support vector machine, Artificial Neural Network, manufacturing simulation

Comparison of two neural network approaches to modeling processes in a chemical reactor

THERMAL SCIENCE, volume 23, Supplement 2, YEAR 2019

non-isothermal chemical reactor, boundary value problem, ODE, multilayer solution, neural network modeling, global optimization, Artificial Neural Network, artificial neural network adjustment

Modeling of overall heat transfer coefficient of a concentric double pipe heat exchanger with limited experimental data by using curve fitting and ANN combination

THERMAL SCIENCE, volume 23, No. 6, YEAR 2019

modeling, overall heat transfer coefficient, curve fitting, Artificial Neural Network

Comparison study of CFD and artificial neural networks in predicting temperature fields induced by natural convention in a square enclosure

THERMAL SCIENCE, volume 23, No. 6, YEAR 2019

natural convection, CFD, Artificial Neural Network, square enclosure

Estimation of operational parameters for a direct injection turbocharged spark ignition engine by using regression analysis and artificial neural network

THERMAL SCIENCE, volume 21, No. 1, YEAR 2017

turbocharged DISI engine, regression analysis, Artificial Neural Network, estimation

MODELING OF CUTTING TEMPERATURE IN THE BIOMEDICAL STAINLESS STEEL TURNING PROCESS

THERMAL SCIENCE, volume 20, Supplement 5, YEAR 2016

cutting temperature, Artificial Neural Network, modeling, turning, biomedical stainless steel

Ash fouling monitoring and key variables analysis for coal fired power plant boiler

THERMAL SCIENCE, volume 19, No. 1, YEAR 2015

coal-fired power plant boiler, ash fouling monitoring, thermal efficiency, cleanliness factor, key variables analysis, Artificial Neural Network

Artificial neural network approach to predicting engine-out emissions and performance parameters of a turbo charged diesel engine

THERMAL SCIENCE, volume 17, No. 1, YEAR 2013

Artificial Neural Network, diesel engine, engine performance, emissions

Analysis of the heat affected zone in CO2 laser cutting of stainless steel

THERMAL SCIENCE, volume 16, Supplement 2, YEAR 2012

CO2 laser cutting, heat affected zone, modelling, stainless steel, Artificial Neural Network

Thermodynamic analysis and simulation of a new combined power and refrigeration cycle using artificial neural network

THERMAL SCIENCE, volume 15, No. 1, YEAR 2011

combined cycle, Ammonia water, exergy efficiency, Artificial Neural Network

Thermal Science Journal [keyword: Artificial Neural Network]