Modeling 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 (Nuavg) data using four activations functions. The battery Nuavg is highly nonlinear as reported in the literature, which depends mainly on flow velocity, coolant typ...

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Main Authors: Afzal, Asif, Bhutto, Javed Khan, Alrobaian, Abdulrahman, Kaladgi, Abdul Razak, Khan, Sher Afghan
格式: Article
语言:English
出版: MDPI 2021
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在线阅读:http://irep.iium.edu.my/93515/1/93515_Modeling%20and%20computational%20experiment.pdf
http://irep.iium.edu.my/93515/
https://www.mdpi.com/journal/energies
https://doi.org/10.3390/ en14217370
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