Parametric investigation of battery thermal management system with phase change material, metal foam, and fins; utilizing CFD and ANN models
The focus on developing an effective battery thermal management system (BTMS) to maintain optimal temperatures for lithium-ion batteries (LIBs), especially in electric vehicle (EV) applications, has grown significantly. The effective BTMS not only enhances the cooling performance of LIBs but also co...
Similar Items
Improving the cooling performance of cylindrical lithium-ion battery using three passive methods in a battery thermal management system
by: Najafi Khaboshan, Hasan, et al.
Published: (2023)
by: Najafi Khaboshan, Hasan, et al.
Published: (2023)
Improving battery safety by utilizing composite phase change material to delay the occurrence of thermal runaway event
by: Talele, Virendra, et al.
Published: (2024)
by: Talele, Virendra, et al.
Published: (2024)
The effect of different enclosure materials and NePCMs on performance of battery thermal management system
by: Yousefi, Elnaz, et al.
Published: (2023)
by: Yousefi, Elnaz, et al.
Published: (2023)
Latent heat prediction of nano enhanced phase change material by ann method
by: Jaliliantabar, Farzad, et al.
Published: (2022)
by: Jaliliantabar, Farzad, et al.
Published: (2022)
Thermal uniformity analysis of a hybrid battery pack using integrated phase change material, metal foam, and counterflow minichannels
by: Najafi Khaboshan, Hasan, et al.
Published: (2025)
by: Najafi Khaboshan, Hasan, et al.
Published: (2025)
Electrochemical-thermal modeling of phase change material battery thermal management systems: Investigating mesh types for accurate simulations
by: Yousefi, Elnaz, et al.
Published: (2025)
by: Yousefi, Elnaz, et al.
Published: (2025)
Liquid immersion cooling with enhanced Al2O3 nanofluid for large-format prismatic battery pack: Numerical and statistical investigation
by: Yousefi, Elnaz, et al.
Published: (2025)
by: Yousefi, Elnaz, et al.
Published: (2025)
Thermal management analysis of lithium-ion battery using passive methods : numerical and artificial intelligence approaches
by: Najafi Khaboshan, Hasan
Published: (2024)
by: Najafi Khaboshan, Hasan
Published: (2024)
Prediction of lithium-ion battery temperature in different operating conditions equipped with passive battery thermal management system by artificial neural networks
by: Jaliliantabar, Farzad, et al.
Published: (2021)
by: Jaliliantabar, Farzad, et al.
Published: (2021)
Authenticating ANN-NAR and ANN-NARMA models utilizing bootstrap techniques
by: Md. Ghani, Nor Azura, et al.
Published: (2017)
by: Md. Ghani, Nor Azura, et al.
Published: (2017)
Source localization for illegal plastic burning in Malaysia via CFD-ANN approach
by: Yu, H. L., et al.
Published: (2022)
by: Yu, H. L., et al.
Published: (2022)
Exploring the temperature-dependent thermal stability of nano-enhanced phase change materials: An experimental study using eicosane as the base material
by: Yousefi, Elnaz, et al.
Published: (2023)
by: Yousefi, Elnaz, et al.
Published: (2023)
Parametric Study of Multiple Configurations of Pico Hydrokinetic Turbines using CFD
by: Balakrishnan, Yogaraja, et al.
Published: (2016)
by: Balakrishnan, Yogaraja, et al.
Published: (2016)
Future of battery thermal management systems (BTMS): Role of advanced technologies, artificial intelligence and sustainability
by: Quazi, Moinuddin Mohammed, et al.
Published: (2025)
by: Quazi, Moinuddin Mohammed, et al.
Published: (2025)
CFD modeling and simulation of PEM fuel cell using OpenFOAM
by: Kone, Jean-Paul, et al.
Published: (2018)
by: Kone, Jean-Paul, et al.
Published: (2018)
Development Of A novel TEHL to CFD coupling methodology in OpenFOAM
by: Layton, James
Published: (2025)
by: Layton, James
Published: (2025)
Sulfur-nickel foam as cathode materials for lithium-sulfur batteries
by: Cheng, J., et al.
Published: (2015)
by: Cheng, J., et al.
Published: (2015)
CFD based Hydrodynamic Parametric study of inclined injected Supersonic steam into subcooled water
by: Khan, A., et al.
Published: (2014)
by: Khan, A., et al.
Published: (2014)
Parametric Study Of Cavitation Effect On 3d Hydrokinetic Turbine Blades Using Cfd
by: Kawendar, Nhgantiran Nanthakumar
Published: (2021)
by: Kawendar, Nhgantiran Nanthakumar
Published: (2021)
Parametric architecture in it’s second phase of evolution
by: Heidari, A., et al.
Published: (2018)
by: Heidari, A., et al.
Published: (2018)
Parametric Analysis of the Influence of Elastomeric Foam on the Head Response During Soccer Heading Manoeuvre
by: Zahari, Taha, et al.
Published: (2016)
by: Zahari, Taha, et al.
Published: (2016)
CFD based parametric analysis of gas flow in a counter-flow wet scrubber system
by: Danzomo, Bashir Ahmed, et al.
Published: (2013)
by: Danzomo, Bashir Ahmed, et al.
Published: (2013)
Parametric study on the settlement improvement factor of stone column groups / Ng Kok Shien and Tan Siew Ann
by: Ng, Kok Shien, et al.
Published: (2014)
by: Ng, Kok Shien, et al.
Published: (2014)
Prediction of maximum in-cylinder pressure by adaptive neuro-fuzzy inference system method
by: Jaliliantabar, Farzad, et al.
Published: (2020)
by: Jaliliantabar, Farzad, et al.
Published: (2020)
CFD modelling and simulation of multiphase flow in a PEM fuel cell using OpenFOAM
by: Kone, Jean-Paul
Published: (2018)
by: Kone, Jean-Paul
Published: (2018)
Generation and validation of virtual nonwoven, foam and knitted filter (separator/coalescer) geometries for CFD simulations
by: Sridhar, Abishek, et al.
Published: (2017)
by: Sridhar, Abishek, et al.
Published: (2017)
Flood forecasting at Kinabatangan River, Sabah by utilizing artificial neural network (ann)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
Prediction of base pressure in a suddenly expanded flow
the processes at supersonic Mach Number Regimes using ANN
and CFD
by: Quadros, Jaimon Dennis, et al.
Published: (2020)
by: Quadros, Jaimon Dennis, et al.
Published: (2020)
Prediction of base pressure in a suddenly expanded flow process at supersonic mach number regimes using ANN and CFD
by: Quadros, Jaimon Dennis, et al.
Published: (2020)
by: Quadros, Jaimon Dennis, et al.
Published: (2020)
State of the art on flow and heat transfer performance of compact fin-and-tube heat exchangers
by: Adam, A. Y., et al.
Published: (2019)
by: Adam, A. Y., et al.
Published: (2019)
The impact of channel fin width on electrical characteristics of
Si-FinFET
by: Atalla, Yousif, et al.
Published: (2022)
by: Atalla, Yousif, et al.
Published: (2022)
The impact of channel fin width on electrical characteristics of Si-FinFET
by: Atalla, Y., et al.
Published: (2022)
by: Atalla, Y., et al.
Published: (2022)
Effects Of Fin Length And Fin Valley On The Performance Of Bus Duct Conductor
by: Hooi, Khey Herng
Published: (2022)
by: Hooi, Khey Herng
Published: (2022)
Parametric Study of Experimental and CFD Simulation Based Hydrodynamics and Mass Transfer of Rotating Packed Bed: A Review
by: Zahir, Abdul, et al.
Published: (2023)
by: Zahir, Abdul, et al.
Published: (2023)
Parametric study and CFD simulation of a heat-driven adsorber for an air-conditioning system employing activated carbon
by: Harunal Rejan, Ramji
Published: (2014)
by: Harunal Rejan, Ramji
Published: (2014)
Development of forecasting model for sungai muda, kedah by utilizing artificial neural neywork (ann)
by: Nurul Hasniza, Mohd Sopi
Published: (2017)
by: Nurul Hasniza, Mohd Sopi
Published: (2017)
Bulk phase Behavior and displacement performance of CO2 foam induced by a combined foaming formulation
by: Xu, X., et al.
Published: (2016)
by: Xu, X., et al.
Published: (2016)
CFD simulation of bubbly two-phase flow in horizontal pipes
by: Mohd Saidi, Wan Ahmad
Published: (2009)
by: Mohd Saidi, Wan Ahmad
Published: (2009)
Simulation of a single-phase active power filter based ANN controller
by: Mahadan, Mohd Ezwan
Published: (2013)
by: Mahadan, Mohd Ezwan
Published: (2013)
Temperature characteristics of FinFET based on channel fin width and working voltage
by: Atalla, Yousif, et al.
Published: (2020)
by: Atalla, Yousif, et al.
Published: (2020)
Similar Items
-
Improving the cooling performance of cylindrical lithium-ion battery using three passive methods in a battery thermal management system
by: Najafi Khaboshan, Hasan, et al.
Published: (2023) -
Improving battery safety by utilizing composite phase change material to delay the occurrence of thermal runaway event
by: Talele, Virendra, et al.
Published: (2024) -
The effect of different enclosure materials and NePCMs on performance of battery thermal management system
by: Yousefi, Elnaz, et al.
Published: (2023) -
Latent heat prediction of nano enhanced phase change material by ann method
by: Jaliliantabar, Farzad, et al.
Published: (2022) -
Thermal uniformity analysis of a hybrid battery pack using integrated phase change material, metal foam, and counterflow minichannels
by: Najafi Khaboshan, Hasan, et al.
Published: (2025)