Nusselt number analysis from a battery pack cooled by different fluids and multiple back-propagation modelling using feed-forward networks
Imran Mokashi,Imran Mokashi,Asif Afzal,Sher Afghan Khan,Nur Azam Abdullah,Muhammad Hanafi Azami,Ravindra Jilte,Olusegun David Samuel +7 more
TLDR
In this article, an analysis of average Nusselt number (Nuavg), which indicates the heat removal from the battery pack cooled by flowing fluid is carried out considering coupled heat transfer condition at the pack and coolant interface.About:
This article is published in International Journal of Thermal Sciences.The article was published on 2021-03-01 and is currently open access. It has received 64 citations till now. The article focuses on the topics: Battery pack & Heat generation.read more
Citations
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A Review on Battery Modelling Techniques
S. Tamilselvi,S. Gunasundari,N. Karuppiah,Abdul Razak Rk,S. Madhusudan,Vikas Madhav Nagarajan,T. Sathish,Mohammed Zubair M. Shamim,C. Ahamed Saleel,Asif Afzal +9 more
TL;DR: An extensive study of various battery models such as electrochemical models, mathematical models, circuit-oriented models and combined models for different types of batteries, and the approaches, advantages and disadvantages of black box and grey box type battery modelling are analysed.
Journal ArticleDOI
Optimization of air-cooling technology for LiFePO4 battery pack based on deep learning
TL;DR: In this paper, a BTMS of LiFePO4 cuboid battery module with adding different additional airflow outputs in typical U-type cooling system is designed to optimize temperature uniformity.
Journal ArticleDOI
Back propagation modeling of shear stress and viscosity of aqueous Ionic-MXene nanofluids
Asif Afzal,Kyathanahalli Marigowda Yashawantha,Navid Aslfattahi,Navid Aslfattahi,Rahman Saidur,Rahman Saidur,R. K. Abdul Razak,Ram Subbiah +7 more
TL;DR: In this paper, back-propagation modeling of viscosity and shear stress of Ionic-MXene nanofluid is carried out in order to obtain better performance.
Journal ArticleDOI
Multi Ceramic Particles Inclusion in the Aluminium Matrix and Wear Characterization through Experimental and Response Surface-Artificial Neural Networks.
Ballupete Nagaraju Sharath,Channarayapattana Venkataramaiah Venkatesh,Asif Afzal,Navid Aslfattahi,Abdul Aabid,Muneer Baig,B. Saleh +6 more
TL;DR: In this paper, the authors recognized the inclusion of ceramics such as Gr and B4C in manufacturing AMMCs through stir casting, and tested the composites for hardness and wear behaviour.
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A study on the effects of forced air-cooling enhancements on a 150 W solar photovoltaic thermal collector for green cities
Jingliang Zhang,Yu Liu,Lijuan Li +2 more
TL;DR: In this article , the effect of forced cooling enhancements such as baffles and fins on the performance of the 150 W solar photovoltaic thermal collectors (PV/T) was investigated.
References
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Journal ArticleDOI
Development of a theoretically based thermal model for lithium ion battery pack
TL;DR: Based on the porous electrode and concentrated solution theory, a thermal model is developed for lithium ion battery pack, and the accuracy of predicted battery temperatures is validated by charge-discharge cycling experiments under natural and forced convection conditions as discussed by the authors.
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Experimental and theoretical investigations of heat generation rates for a water cooled LiFePO4 battery
TL;DR: In this article, the authors present in situ measurements of the heat generation rate for a prismatic lithium-ion battery at 1C, 2C, 3C, 4C, and 4C discharge rates and 5 Â c, 15 Â C, 25 ÂC, 25 Þ C, and 35 Ã C boundary conditions (BCs).
Journal ArticleDOI
Thermal modeling and validation of temperature distributions in a prismatic lithium-ion battery at different discharge rates and varying boundary conditions
TL;DR: In this article, a neural network approach is used for the thermal modeling and validation of temperature rise in a prismatic lithium-ion battery with LiFePO 4 (also known as LFP) cathode material.
Journal ArticleDOI
Research on the heat dissipation performance of battery pack based on forced air cooling
TL;DR: In this paper, the authors investigated the heat dissipation performance of different airflow duct modes, and found that the bottom duct was more superior to the upper duct in terms of heat dissipation performance.
Journal ArticleDOI
Experimental study of an air-cooled thermal management system for high capacity lithium–titanate batteries
TL;DR: In this article, an air-cooled thermal management system employing metal-foam based heat exchanger plates for sufficient heat removal capacity was designed and fabricated, and experiments were conducted with Altairnano's 50-Ah cells over a range of charge-discharge cycle currents at two air flow rates.
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