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RISHeat Transfer Coefficient Prediction and Increase the Effectiveness in Fin-and-Tube Heat Exchangers Using Machine Learning Approaches
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The heat transfer coefficient (HTC) plays a crucial role in the efficiency and performance of heat exchangers, which are essential in numerous industrial applications. However, obtaining sufficient high-quality data for ...
Enhanced Thermal Regulation of Lithium-Ion Batteries Using Composite Phase Change Material–Fin Structures for High Heat Dissipation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Poor thermal conductivity is common in batteries that use phase change material (PCM)-based thermal management systems (BTMS). This study introduces cylindrical rings and longitudinal fins to improve heat transfer. The ...
Numerical Analysis of the Thermal Performance in a Five-by-Five Battery Pack Configured With the Phase Change Material and Optimized Fin Layout
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Batteries employed in electric vehicles are important components due to their significant high heat capacity and energy density characteristics. However, these batteries experience drastic temperature rise due to the high ...
Enhanced Thermal Regulation of Lithium-Ion Batteries Using Composite Phase Change Material–Fin Structures for High Heat Dissipation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Poor thermal conductivity is common in batteries that use phase change material (PCM)-based thermal management systems (BTMS). This study introduces cylindrical rings and longitudinal fins to improve heat transfer. The ...
Numerical Analysis of the Thermal Performance in a Five-by-Five Battery Pack Configured With the Phase Change Material and Optimized Fin Layout
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Batteries employed in electric vehicles are important components due to their significant high heat capacity and energy density characteristics. However, these batteries experience drastic temperature rise due to the high ...
Heat Transfer Coefficient Prediction and Increase the Effectiveness in Fin-and-Tube Heat Exchangers Using Machine Learning Approaches
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The heat transfer coefficient (HTC) plays a crucial role in the efficiency and performance of heat exchangers, which are essential in numerous industrial applications. However, obtaining sufficient high-quality data for ...
Designing an Effective Plate Fin Heat Exchanger and Prediction of Thermal Performance Operated Under Different Water Blends Using Machine Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The main aim of the article is intended to design an effective Plate-Fin Heat Exchanger (PFHX) with composite materials such as SS316 + copper and SS304 + Flyash in a counterflow type. These are brazed together with the ...