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Journal Articles

Application of Artificial Intelligence on Predicting the Effects of Buoyancy Ratio on Magnetohydrodynamics Double-Diffusive Mixed Convection and Entropy Generation in Different Nanofluids and Hybrid Nanofluids

Hasib Ahmed Prince, Md Mehrab Hossen Siam, Amit Ghosh, Mohammad Arif Hasan Mamun

J. Thermal Sci. Eng. Appl. September 2023, 15(9): 091008.

Paper No: TSEA-23-1107

https://doi.org/10.1115/1.4062613

Published Online: June 14, 2023

View Article titled, Application of Artificial Intelligence on Predicting the Effects of Buoyancy Ratio on Magnetohydrodynamics Double-Diffusive Mixed Convection and Entropy Generation in Different Nanofluids and Hybrid Nanofluids

Topics: Artificial neural networks, Entropy, Nanofluids, Mixed convection, Fluids, Temperature, Finite element methods, Mass transfer, Finite element model, Buoyancy

Journal Articles

Use of Convolutional Neural Network Image Classification and High-Speed Ion Probe Data Toward Real-Time Detonation Characterization in a Water-Cooled Rotating Detonation Engine

Kristyn B. Johnson, Donald H. Ferguson, Andrew C. Nix

J. Thermal Sci. Eng. Appl. June 2023, 15(6): 061011.

Paper No: TSEA-22-1304

https://doi.org/10.1115/1.4062182

Published Online: April 24, 2023

View Article titled, Use of Convolutional Neural Network Image Classification and High-Speed Ion Probe Data Toward Real-Time Detonation Characterization in a Water-Cooled Rotating Detonation Engine

Topics: Artificial neural networks, Engines, Explosions, Probes, Time series, Waves

Journal Articles

Effect Analysis on the Maximum Nondimensional Temperature in the Cold Plate in Battery Thermal Management System-Based Artificial Neural Network

Sachin Bharadwaj M., Amrut S. R., Babu Rao Ponangi

J. Thermal Sci. Eng. Appl. January 2023, 15(1): 011007.

Paper No: TSEA-22-1253

https://doi.org/10.1115/1.4055526

Published Online: September 22, 2022

View Article titled, Effect Analysis on the Maximum Nondimensional Temperature in the Cold Plate in Battery Thermal Management System-Based Artificial Neural Network

Topics: Artificial neural networks, Batteries, Finite element methods, Temperature, Thermal management, Coolants, Heat, Errors, Heat transfer

Journal Articles

Performance Analysis of Single-Phase Space Thermal Radiators and Optimization Through Taguchi-Neuro-Genetic Approach

P. B. Chiranjeevi, V. Ashok, K. Srinivasan, T. Sundararajan

J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061012.

Paper No: TSEA-21-1271

https://doi.org/10.1115/1.4052897

Published Online: November 18, 2021

View Article titled, Performance Analysis of Single-Phase Space Thermal Radiators and Optimization Through Taguchi-Neuro-Genetic Approach

Topics: Artificial neural networks, Engineering simulation, Heat, Heat transfer, Optimization, Simulation, Temperature, Fluids, Genetic algorithms

Journal Articles

Heat Transfer Characteristics of Mixed Convective Magnetohydrodynamic Counter-current Two-Phase Flow in Rotating Inclined Microporous Channel With Slip Velocity and Asymmetric Thermal Boundary Conditions Using LTNE Model

Hari Ponnamma Rani, V. Leela, Pulla Nagabhushana, R. Gangadhara Reddy

J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061004.

Paper No: TSEA-21-1223

https://doi.org/10.1115/1.4052118

Published Online: October 13, 2021

View Article titled, Heat Transfer Characteristics of Mixed Convective Magnetohydrodynamic Counter-current Two-Phase Flow in Rotating Inclined Microporous Channel With Slip Velocity and Asymmetric Thermal Boundary Conditions Using LTNE Model

Topics: Artificial neural networks, Boundary-value problems, Flow (Dynamics), Fluids, Heat transfer, Magnetohydrodynamics, Rotation, Two-phase flow, Wall temperature, Equilibrium (Physics)

Journal Articles

A Comparative Study of Multiple Regression and Machine Learning Techniques for Prediction of Nanofluid Heat Transfer

Eyup Kocak, Ece Aylı, Hasmet Turkoglu

J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061002.

Paper No: TSEA-21-1267

https://doi.org/10.1115/1.4052344

Published Online: October 12, 2021

View Article titled, A Comparative Study of Multiple Regression and Machine Learning Techniques for Prediction of Nanofluid Heat Transfer

Topics: Artificial neural networks, Heat transfer, Nanofluids, Nanoparticles, Reynolds number, Particulate matter, Computational fluid dynamics, Algorithms, Turbulence, Water

Journal Articles

A Multiple Regression Convolutional Neural Network for Estimating Multi-Parameters Based on Overall Data in the Inverse Heat Transfer Problem

Feiding Zhu, Jincheng Chen, Yuge Han

J. Thermal Sci. Eng. Appl. May 2022, 14(5): 051003.

Paper No: TSEA-21-1286

https://doi.org/10.1115/1.4051841

Published Online: August 9, 2021

View Article titled, A Multiple Regression Convolutional Neural Network for Estimating Multi-Parameters Based on Overall Data in the Inverse Heat Transfer Problem

Topics: Artificial neural networks, Cavities, Heat transfer, Temperature, Heat, Computational fluid dynamics

Journal Articles

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

Yan Xiong, Liang Guo, Defu Tian

J. Thermal Sci. Eng. Appl. January 2022, 14(1): 011011.

Paper No: TSEA-20-1765

https://doi.org/10.1115/1.4051072

Published Online: June 17, 2021

View Article titled, Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

Topics: Control equipment, Control systems, Errors, Reinforcement learning, Simulation, Telescopes, Algorithms, Temperature control, Matlab, Artificial neural networks

Journal Articles

Application of a Convolutional Neural Network for Wave Mode Identification in a Rotating Detonation Combustor Using High-Speed Imaging

Kristyn B. Johnson, Donald H. Ferguson, Robert S. Tempke, Andrew C. Nix

J. Thermal Sci. Eng. Appl. December 2021, 13(6): 061021.

Paper No: TSEA-20-1345

https://doi.org/10.1115/1.4049868

Published Online: April 19, 2021

View Article titled, Application of a Convolutional Neural Network for Wave Mode Identification in a Rotating Detonation Combustor Using High-Speed Imaging

Topics: Artificial neural networks, Explosions, Waves, Imaging, Annulus, Combustion chambers

Journal Articles

Application of Generalized Regression Neural Network in Predicting the Thermal Performance of Solar Flat Plate Collector Systems

M. Sridharan, Shribalaji Shenbagaraj

J. Thermal Sci. Eng. Appl. April 2021, 13(2): 021023.

Paper No: TSEA-20-1218

https://doi.org/10.1115/1.4047824

Published Online: August 10, 2020

View Article titled, Application of Generalized Regression Neural Network in Predicting the Thermal Performance of Solar Flat Plate Collector Systems

Topics: Artificial neural networks, Flat plates, Solar energy, Solar radiation, Thermal efficiency, Thermal energy, Fluids, Temperature, Design, Errors

Journal Articles

Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability

Zhuang Ma, Tingwei Ji, Tao Cui, Yao Zheng

J. Thermal Sci. Eng. Appl. April 2021, 13(2): 021001.

Paper No: TSEA-19-1589

https://doi.org/10.1115/1.4047276

Published Online: July 14, 2020

View Article titled, Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability

Topics: Combustion, Combustion chambers, Gas turbines, Artificial neural networks, Polynomials, Errors

Journal Articles

Entropy Generation Minimization in a Parabolic Trough Collector Operating With SiO 2 –Water Nanofluids Using the Genetic Algorithm and Artificial Neural Network

Eric C. Okonkwo, Humphrey Adun, Akinola A. Babatunde, Muhammad Abid, Tahir A.H. Ratlamwala

J. Thermal Sci. Eng. Appl. June 2020, 12(3): 031007.

Paper No: TSEA-19-1020

https://doi.org/10.1115/1.4044755

Published Online: October 15, 2019

View Article titled, Entropy Generation Minimization in a Parabolic Trough Collector Operating With SiO 2 –Water Nanofluids Using the Genetic Algorithm and Artificial Neural Network

Topics: Artificial neural networks, Entropy, Heat transfer, Nanofluids, Nanoparticles, Temperature, Water, Flow (Dynamics), Parabolic troughs, Genetic algorithms

Journal Articles

Size Effect on Thermal Characteristic of Tubular Heat Exchanger at Miniscale and Microscale

Ankush D. Tharkar, Shripad P. Mahulikar

J. Thermal Sci. Eng. Appl. April 2019, 11(2): 021001.

Paper No: TSEA-18-1147

https://doi.org/10.1115/1.4041492

Published Online: October 26, 2018

View Article titled, Size Effect on Thermal Characteristic of Tubular Heat Exchanger at Miniscale and Microscale

Topics: Artificial neural networks, Fluids, Heat exchangers, Microscale devices, Temperature, Convection, Heat transfer, Heat transfer coefficients

Journal Articles

A Comparative Study of Artificial Intelligence Based Models to Predict Performance and Emission Characteristics of a Single Cylinder Diesel Engine Fueled With Diesosenol

Subrata Bhowmik, Rajsekhar Panua, Subrata Kumar Ghosh, Durbadal Debroy, Abhishek Paul

J. Thermal Sci. Eng. Appl. August 2018, 10(4): 041004.

Paper No: TSEA-17-1315

https://doi.org/10.1115/1.4038709

Published Online: March 30, 2018

View Article titled, A Comparative Study of Artificial Intelligence Based Models to Predict Performance and Emission Characteristics of a Single Cylinder Diesel Engine Fueled With Diesosenol

Topics: Artificial neural networks, Emissions, Engines, Diesel engines, Nitrogen oxides, Cylinders, Exhaust systems, Artificial intelligence, Diesel, Fuels

Journal Articles

Optimal Configuration of Vortex Generator for Heat Transfer Enhancement in a Plate-Fin Channel

Tariq Amin Khan, Wei Li

J. Thermal Sci. Eng. Appl. April 2018, 10(2): 021013.

Paper No: TSEA-17-1112

https://doi.org/10.1115/1.4038418

Published Online: December 20, 2017

View Article titled, Optimal Configuration of Vortex Generator for Heat Transfer Enhancement in a Plate-Fin Channel

Topics: Artificial neural networks, Computational fluid dynamics, Flow (Dynamics), Generators, Heat transfer, Optimization, Vortices, Design, Algorithms, Friction

Journal Articles

Heat Transfer Improvement in Automotive Brake Disks Via Shape Optimization of Cooling Vanes Using Improved TPSO Algorithm Coupled With Artificial Neural Network

Javid Karbalaei Mehdi, Amir Nejat, Masoud Shariat Panahi

J. Thermal Sci. Eng. Appl. February 2018, 10(1): 011013.

Paper No: TSEA-16-1316

https://doi.org/10.1115/1.4036966

Published Online: August 28, 2017

View Article titled, Heat Transfer Improvement in Automotive Brake Disks Via Shape Optimization of Cooling Vanes Using Improved TPSO Algorithm Coupled With Artificial Neural Network

Topics: Airfoils, Algorithms, Artificial neural networks, Computational fluid dynamics, Cooling, Design, Disks, Energy dissipation, Flow (Dynamics), Geometry

Journal Articles

Optimization of Co-Firing Burners

Palaniappan Valliappan, Steve Wilcox, Krzystof Jagiełło, Yimin Shao

J. Thermal Sci. Eng. Appl. December 2016, 8(4): 041001.

Paper No: TSEA-15-1190

https://doi.org/10.1115/1.4033582

Published Online: June 1, 2016

View Article titled, Optimization of Co-Firing Burners

Topics: Air flow, Biomass, Coal, Co-firing, Combustion, Emissions, Flames, Nitrogen oxides, Sensors, Fuels

Journal Articles

Experimental Analysis on Adsorption Characteristics of Methanol and R134A by Activated Carbon in Adsorption Refrigeration System

V. Baiju, C. Muraleedharan

J. Thermal Sci. Eng. Appl. March 2015, 7(1): 011004.

Paper No: TSEA-14-1048

https://doi.org/10.1115/1.4028548

Published Online: October 28, 2014

View Article titled, Experimental Analysis on Adsorption Characteristics of Methanol and R134A by Activated Carbon in Adsorption Refrigeration System

Topics: Activated carbon, Artificial neural networks, Methanol, Refrigeration, Temperature, Heat, Pressure, Refrigerants, Desorption

Journal Articles

Neural Network-Based Prediction and Control of Air Flow in a Data Center

Flavio de Lorenzi, Christof Vömel

J. Thermal Sci. Eng. Appl. June 2012, 4(2): 021005.

https://doi.org/10.1115/1.4005605

Published Online: April 16, 2012

View Article titled, Neural Network-Based Prediction and Control of Air Flow in a Data Center

Topics: Air flow, Artificial neural networks, Computational fluid dynamics, Cooling, Cooling systems, Data centers, Temperature, Energy consumption, Simulation

Journal citation

NARROW

Application of Artificial Intelligence on Predicting the Effects of Buoyancy Ratio on Magnetohydrodynamics Double-Diffusive Mixed Convection and Entropy Generation in Different Nanofluids and Hybrid Nanofluids

Use of Convolutional Neural Network Image Classification and High-Speed Ion Probe Data Toward Real-Time Detonation Characterization in a Water-Cooled Rotating Detonation Engine

Effect Analysis on the Maximum Nondimensional Temperature in the Cold Plate in Battery Thermal Management System-Based Artificial Neural Network

Performance Analysis of Single-Phase Space Thermal Radiators and Optimization Through Taguchi-Neuro-Genetic Approach

Heat Transfer Characteristics of Mixed Convective Magnetohydrodynamic Counter-current Two-Phase Flow in Rotating Inclined Microporous Channel With Slip Velocity and Asymmetric Thermal Boundary Conditions Using LTNE Model

A Comparative Study of Multiple Regression and Machine Learning Techniques for Prediction of Nanofluid Heat Transfer

A Multiple Regression Convolutional Neural Network for Estimating Multi-Parameters Based on Overall Data in the Inverse Heat Transfer Problem

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

Application of a Convolutional Neural Network for Wave Mode Identification in a Rotating Detonation Combustor Using High-Speed Imaging

Application of Generalized Regression Neural Network in Predicting the Thermal Performance of Solar Flat Plate Collector Systems

Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability

Entropy Generation Minimization in a Parabolic Trough Collector Operating With SiO 2 –Water Nanofluids Using the Genetic Algorithm and Artificial Neural Network

Size Effect on Thermal Characteristic of Tubular Heat Exchanger at Miniscale and Microscale

A Comparative Study of Artificial Intelligence Based Models to Predict Performance and Emission Characteristics of a Single Cylinder Diesel Engine Fueled With Diesosenol

Optimal Configuration of Vortex Generator for Heat Transfer Enhancement in a Plate-Fin Channel

Heat Transfer Improvement in Automotive Brake Disks Via Shape Optimization of Cooling Vanes Using Improved TPSO Algorithm Coupled With Artificial Neural Network

Optimization of Co-Firing Burners

Experimental Analysis on Adsorption Characteristics of Methanol and R134A by Activated Carbon in Adsorption Refrigeration System

Neural Network-Based Prediction and Control of Air Flow in a Data Center

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