Battery pack temperature change prediction for running BLDC 1500 W motor using artificial neural network

Battery pack temperature change prediction for running BLDC 1500 W motor using artificial neural network

The study explores the prediction of battery temperature using an artificial neural network (ANN) model, trained with experimental data from a brushless DC (BLDC) motor setup. The ANN model, with a 15-14-1 architecture, successfully predicted battery temperature change based on various input paramet...

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Bibliographic Details
Main Authors: Herawan, Safarudin Gazali, Martalogawa, Ismail Azizi, Saputra, Azqy Nur Farenzy, Hanif, Ahmad, Zuraida, Rida, Akop, Mohd Zaid
Format: Conference or Workshop Item
Language:en
Published: 2024
Online Access:http://eprints.utem.edu.my/id/eprint/29331/1/Battery%20Pack%20Temperature%20Change%20Prediction%20for%20Running%20BLDC%201500%20W%20Motor%20using%20Artificial%20Neural%20Network.pdf
http://eprints.utem.edu.my/id/eprint/29331/
http://ieeexplore.ieee.org/document/10845741
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http://eprints.utem.edu.my/id/eprint/29331/1/Battery%20Pack%20Temperature%20Change%20Prediction%20for%20Running%20BLDC%201500%20W%20Motor%20using%20Artificial%20Neural%20Network.pdf
http://eprints.utem.edu.my/id/eprint/29331/
http://ieeexplore.ieee.org/document/10845741

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