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Journal Articles

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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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

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 Article titled, 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
Journal Articles

A Systematic Optimization Design Method for Thermal Management of Passenger Vehicles

Jie Zhang, Qi-Dong Wang, Han Zhang, Min Zhang, Jian-Wei Lin
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. January 2022, 14(1): 011007.
Paper No: TSEA-20-1707
https://doi.org/10.1115/1.4051022
Published Online: June 15, 2021
View Article titled, A Systematic Optimization Design Method for Thermal Management of Passenger Vehicles
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Topics: Optimization, Particle swarm optimization, Simulation, Temperature, Thermal management, Vehicles, Computational fluid dynamics, Experimental design, Algorithms
Journal Articles

Shape Effect in Magnetohydrodynamic Free Convection Flow of Sodium Alginate-Ferrimagnetic Nanofluid

Muhammad Saqib, Ilyas Khan, Sharidan Shafie
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research-Article
J. Thermal Sci. Eng. Appl. August 2019, 11(4): 041019.
Paper No: TSEA-18-1520
https://doi.org/10.1115/1.4044201
Published Online: July 23, 2019
View Article titled, Shape Effect in Magnetohydrodynamic Free Convection Flow of Sodium Alginate-Ferrimagnetic Nanofluid
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Topics: Flow (Dynamics), Fluids, Laplace transforms, Magnetohydrodynamics, Nanofluids, Nanoparticles, Natural convection, Shapes, Sodium, Algorithms
Journal Articles

Numerical Investigation of Regular and Hybrid Nanofluids Application as the Working Fluids on Thermal Performance of TPCT

Roozbeh Vadi, Kamran Sepanloo
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research-Article
J. Thermal Sci. Eng. Appl. August 2019, 11(4): 041010.
Paper No: TSEA-18-1456
https://doi.org/10.1115/1.4043967
Published Online: July 5, 2019
View Article titled, Numerical Investigation of Regular and Hybrid Nanofluids Application as the Working Fluids on Thermal Performance of TPCT
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Topics: Computational fluid dynamics, Fluids, Nanofluids, Nanoparticles, Temperature, Thermal resistance, Water, Pressure, Algorithms, Heat
Journal Articles

Evaluation of a Diffusion Coefficient Based on Proper Solution Space

Yuanlong Wang, Abdalkaleg Hamad, Mohsen Tadi
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research-Article
J. Thermal Sci. Eng. Appl. February 2019, 11(1): 011017.
Paper No: TSEA-18-1079
https://doi.org/10.1115/1.4041343
Published Online: October 23, 2018
View Article titled, Evaluation of a Diffusion Coefficient Based on Proper Solution Space
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Topics: Diffusion (Physics), Thermal conductivity, Algorithms, Errors, Boundary-value problems
Journal Articles

Constrained Economic Optimization of Shell-and-Tube Heat Exchangers Using a Self-Adaptive Multipopulation Elitist-Jaya Algorithm

R. Venkata Rao, Ankit Saroj
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research-Article
J. Thermal Sci. Eng. Appl. August 2018, 10(4): 041001.
Paper No: TSEA-17-1203
https://doi.org/10.1115/1.4038737
Published Online: March 30, 2018
View Article titled, Constrained Economic Optimization of Shell-and-Tube Heat Exchangers Using a Self-Adaptive Multipopulation Elitist-Jaya Algorithm
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Topics: Algorithms, Design, Optimization, Shells, Heat exchangers, Particle swarm optimization