Modelling and Computational Experiment to Obtain Optimized Neural Network for Battery Thermal Management Data

Modelling and Computational Experiment to Obtain Optimized Neural Network for Battery Thermal Management Data

The focus of this work is to computationally obtain an optimized neural network (NN) model to predict battery average Nusselt number (<i>Nu<sub>avg</sub></i>) data using four activations functions. The battery <i>Nu<sub>avg</sub></i> is highly nonlinea...

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Bibliographic Details
Main Authors: Asif Afzal, Javed Khan Bhutto, Abdulrahman Alrobaian, Abdul Razak Kaladgi, Sher Afghan Khan
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Energies
Subjects:
neural network
battery
heat transfer
activation functions
hidden layers
Online Access:https://www.mdpi.com/1996-1073/14/21/7370

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https://www.mdpi.com/1996-1073/14/21/7370

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