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Journal Articles

Stochastic Modeling and Numerical Simulation of Carbon Fiber Felt for Effective Thermal Conductivity Considering Radiation Heat Transfer

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Accepted Manuscript
Chenglin Zhou, Liqun Zhou
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl.
Paper No: TSEA-25-1053
https://doi.org/10.1115/1.4068727
Published Online: May 21, 2025
View Articletitled, Stochastic Modeling and Numerical Simulation of Carbon Fiber Felt for Effective Thermal Conductivity Considering Radiation Heat Transfer
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Topics: Carbon fibers, Computer simulation, Heat transfer, Modeling, Radiation (Physics), Thermal conductivity, Porosity, Computational fluid dynamics, Fibers, Algorithms
Journal Articles

Multi-Objective Optimization for Rectangular Microchannel Using Response Surface Model Coupled With Particle Swarm Algorithm

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Hongmei Wei, Ruien Yu, Huishan Lu
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2025, 17(6): 061008.
Paper No: TSEA-24-1488
https://doi.org/10.1115/1.4068154
Published Online: April 8, 2025
View Articletitled, Multi-Objective Optimization for Rectangular Microchannel Using Response Surface Model Coupled With Particle Swarm Algorithm
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Topics: Algorithms, Microchannels, Pressure drop, Response surface methodology, Thermal resistance, Heat sinks
Journal Articles

Improved Multi-Objective Coati Optimization Algorithm for Optimizing Energy Efficiency and Thermal Comfort in Chilled Water Systems

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Zengxi Feng, Xuefeng Liu, Xian Zhang, Shuai Lu, Bo Wang, Li Liu, Wei Quan, Jianhu An, Chang Wang, Limin Kang
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2025, 17(4): 041009.
Paper No: TSEA-24-1508
https://doi.org/10.1115/1.4067881
Published Online: February 21, 2025
View Articletitled, Improved Multi-Objective Coati Optimization Algorithm for Optimizing Energy Efficiency and Thermal Comfort in Chilled Water Systems
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Topics: Air conditioning, Energy consumption, Optimization, Optimization algorithms, Pumps, Temperature, Water, Modeling, Pareto optimization, Energy efficiency
Journal Articles

Investigation of Thermal Characteristics of Turbulent Non-Premixed Flames in a Conical Bluff Body Using Ridge and Support Vector Regressor Algorithms

Open Access
Jaimon Dennis Quadros, Ibtisam Mogul, Alper Ata, I. Bedii Ozdemir, Ma Mohin
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2025, 17(4): 041002.
Paper No: TSEA-24-1269
https://doi.org/10.1115/1.4067728
Published Online: February 18, 2025
View Articletitled, Investigation of Thermal Characteristics of Turbulent Non-Premixed Flames in a Conical Bluff Body Using Ridge and Support Vector Regressor Algorithms
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Topics: Algorithms, Errors, Flames, Temperature, Testing, Turbulence, Support vector machines, Modeling
Journal Articles

Inverse Problem of Parameter Estimation in Natural Convection of an Iron Oxide—Distilled Water Nanofluid

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Leonardo A. Bermeo, Nilton Pereira da Silva, Helcio R. B. Orlande
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. May 2025, 17(5): 051005.
Paper No: TSEA-24-1531
https://doi.org/10.1115/1.4067756
Published Online: February 18, 2025
View Articletitled, Inverse Problem of Parameter Estimation in Natural Convection of an Iron Oxide—Distilled Water Nanofluid
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Topics: Inverse problems, Lasers, Nanofluids, Natural convection, Parameter estimation, Temperature, Water, Iron, Algorithms, Chain
Journal Articles

Temporal Convolutional Neural Network-Based Cold Load Prediction for Large Office Buildings

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Zengxi Feng, Lutong Zhang, Wenjing Wang, Gangting Li, Weipeng Xiang
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. November 2024, 16(11): 111010.
Paper No: TSEA-23-1417
https://doi.org/10.1115/1.4066449
Published Online: September 24, 2024
View Articletitled, Temporal Convolutional Neural Network-Based Cold Load Prediction for Large Office Buildings
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Topics: Algorithms, Convolutional neural networks, Optimization, Optimization algorithms, Stress, Structures, HVAC equipment
Journal Articles

Stacking Ensemble Method to Predict the Pool Boiling Heat Transfer of Nanomaterial-Coated Surface

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Ranjan Kumar, Nagendra Singh Ranawat, S. K. Mandal
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. November 2024, 16(11): 111001.
Paper No: TSEA-24-1253
https://doi.org/10.1115/1.4066264
Published Online: September 10, 2024
View Articletitled, Stacking Ensemble Method to Predict the Pool Boiling Heat Transfer of Nanomaterial-Coated Surface
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Topics: Algorithms, Boiling, Heat transfer, Heat transfer coefficients, Pool boiling, Surface roughness, Critical heat flux, Temperature, Machine learning, Nanomaterials
Journal Articles

Design and Optimization of Heat Dissipation for a High-Voltage Control Box in Energy Storage Systems

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Jiajing Zhang, Hongqing Li, Yun Chen, Bingyun Jiang
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. August 2024, 16(8): 081002.
Paper No: TSEA-23-1589
https://doi.org/10.1115/1.4065472
Published Online: May 23, 2024
View Articletitled, Design and Optimization of Heat Dissipation for a High-Voltage Control Box in Energy Storage Systems
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Topics: Design, Energy dissipation, Heat, Optimization, Temperature, Algorithms, Shapes
Journal Articles

Thermal Optimization Strategies for Li-Ion Batteries: Predictive Temperature Algorithm

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Metallo Antonio
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. August 2024, 16(8): 081003.
Paper No: TSEA-24-1076
https://doi.org/10.1115/1.4065471
Published Online: May 23, 2024
View Articletitled, Thermal Optimization Strategies for Li-Ion Batteries: Predictive Temperature Algorithm
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Topics: Batteries, Finite element methods, Temperature, Algorithms, Heat
Journal Articles

Combustion of Raw Biogas/Hot Air in a Porous Radiant Burner and Performance Prediction Using a Machine Learning Algorithm

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Kishan Dash, Saroj Kumar Acharya, Sikata Samantaray
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Technical Briefs
J. Thermal Sci. Eng. Appl. June 2024, 16(6): 064502.
Paper No: TSEA-23-1397
https://doi.org/10.1115/1.4065186
Published Online: April 8, 2024
View Articletitled, Combustion of Raw Biogas/Hot Air in a Porous Radiant Burner and Performance Prediction Using a Machine Learning Algorithm
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Topics: Algorithms, Biogas, Combustion, Emissions, Fuels, Machine learning, Nitrogen oxides, Regression models, Temperature, Carbon dioxide
Journal Articles

Machine Learning for Modeling Oscillating Heat Pipes: A Review

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Roberto Núñez, Shahabeddin K. Mohammadian, Tahmid Hasan Rupam, Ramy H. Mohammed, Guliang Huang, Hongbin Ma
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Review Articles
J. Thermal Sci. Eng. Appl. April 2024, 16(4): 040801.
Paper No: TSEA-23-1241
https://doi.org/10.1115/1.4064597
Published Online: February 19, 2024
View Articletitled, Machine Learning for Modeling Oscillating Heat Pipes: A Review
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Topics: Artificial neural networks, Fluids, Heat, Heat pipes, Machine learning, Modeling, Oscillations, Thermal resistance, Algorithms, Dimensionless numbers
Journal Articles

Multi-Objective Optimization Design of a Cobweb-Like Channel Heat Sink Using Particle Swarm Algorithm

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Hongmei Wei, Ruien Yu
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Technical Briefs
J. Thermal Sci. Eng. Appl. March 2024, 16(3): 034501.
Paper No: TSEA-23-1212
https://doi.org/10.1115/1.4064417
Published Online: January 29, 2024
View Articletitled, Multi-Objective Optimization Design of a Cobweb-Like Channel Heat Sink Using Particle Swarm Algorithm
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Topics: Algorithms, Design, Heat sinks, Heat transfer, Microchannels, Pareto optimization, Particulate matter, Pressure drop, Response surface methodology, Temperature
Journal Articles

Machine Learning Aided Numerical and Experimental Investigation of Hydrodynamic Performance in the Circulating Fluidized Bed Boiler

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A. Mercy Vasan, M. Sridharan, V. Gopalakrishnan, R. S. Shiva Ranjani
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2024, 16(2): 021007.
Paper No: TSEA-23-1348
https://doi.org/10.1115/1.4064077
Published Online: December 8, 2023
View Articletitled, Machine Learning Aided Numerical and Experimental Investigation of Hydrodynamic Performance in the Circulating Fluidized Bed Boiler
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Topics: Algorithms, Boilers, Computational fluid dynamics, Fluidization, Fluidized beds, Particulate matter, Simulation, Particle size, Machine learning, Furnaces
Journal Articles

Incremental Learning Strategy-Assisted Multi-Objective Optimization for an Oil–Water Mixed Cooling Motor

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Wei Li, Yongsheng Li, Congbo Li, Ningbo Wang, Jiadong Fu
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. December 2023, 15(12): 121004.
Paper No: TSEA-23-1237
https://doi.org/10.1115/1.4063245
Published Online: September 12, 2023
View Articletitled, Incremental Learning Strategy-Assisted Multi-Objective Optimization for an Oil–Water Mixed Cooling Motor
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Topics: Cooling, Engines, Motors, Pareto optimization, Water, Design, Heat, Temperature, Energy dissipation, Algorithms
Journal Articles

Energy Saving Optimization of Chilled Water System Based on Improved Fruit Fly Optimization Algorithm

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Zengxi Feng, Wenjing Wang, Xin He, Gangting Li, Lutong Zhang, Weipeng Xiang
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. August 2023, 15(8): 081010.
Paper No: TSEA-23-1080
https://doi.org/10.1115/1.4062359
Published Online: May 30, 2023
View Articletitled, Energy Saving Optimization of Chilled Water System Based on Improved Fruit Fly Optimization Algorithm
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Topics: Energy consumption, Optimization, Optimization algorithms, Water, Pumps, Algorithms, Air conditioning
Journal Articles

Modeling and Multi-Objective Optimization of a Miniature Refrigeration System

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J. A. Moctezuma-Hernández, J. M. Belman-Flores, J. A. Soria-Alcaraz, A. Espinal-Jiménez, C. Rubio-Maya
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. October 2022, 14(10): 101007.
Paper No: TSEA-21-1571
https://doi.org/10.1115/1.4054070
Published Online: April 11, 2022
View Articletitled, Modeling and Multi-Objective Optimization of a Miniature Refrigeration System
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Topics: Algorithms, Compressors, Pareto optimization, Refrigerants, Refrigeration, Temperature, Condensation, Condensers (steam plant), Evaporation, Compression
Journal Articles

Performance Analysis of Channels in Adiabatic and Non-Adiabatic Spiral Plate Heat Exchangers: A Thermodynamic Study

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Amir Hossein Sabouri Shirazi, Maryam Ghodrat, Mohammad Reza Rastan, Fatemeh Salehi
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. August 2022, 14(8): 081012.
Paper No: TSEA-21-1499
https://doi.org/10.1115/1.4053171
Published Online: January 13, 2022
View Articletitled, Performance Analysis of Channels in Adiabatic and Non-Adiabatic Spiral Plate Heat Exchangers: A Thermodynamic Study
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Topics: Entropy, Fluids, Heat, Heat exchangers, Leakage, Modeling, Temperature, Temperature distribution, Viscosity, Heat transfer
Journal Articles

Dynamic Modeling and Experimental Validation of a Domestic Refrigeration Cycle

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Akin Caglayan, Salman Mustafa Husain, Mutlu Ipek, Tolga Nurettin Aynur, Sertac Cadirci
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. July 2022, 14(7): 071007.
Paper No: TSEA-21-1290
https://doi.org/10.1115/1.4052453
Published Online: October 18, 2021
View Articletitled, Dynamic Modeling and Experimental Validation of a Domestic Refrigeration Cycle
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Topics: Compressors, Condensation, Condensers (steam plant), Dynamic modeling, Evaporation, Heat exchangers, Refrigerants, Refrigeration cycles, Suction, Temperature
Journal Articles

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

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Eyup Kocak, Ece Aylı, Hasmet Turkoglu
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
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 Articletitled, A Comparative Study of Multiple Regression and Machine Learning Techniques for Prediction of Nanofluid Heat Transfer
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Topics: Artificial neural networks, Heat transfer, Nanofluids, Nanoparticles, Reynolds number, Particulate matter, Computational fluid dynamics, Algorithms, Turbulence, Water
Journal Articles

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope

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Yan Xiong, Liang Guo, Defu Tian
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
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 Articletitled, Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
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Topics: Control equipment, Control systems, Errors, Reinforcement learning, Simulation, Telescopes, Algorithms, Temperature control, Matlab, Artificial neural networks