Comparison of Lithium-Ion Battery SoC Estimation Accuracy of LSTM Neural Network Trained with Experimental and Synthetic Datasets

Luca Amyn Hattouti, Roberto Di Rienzo, Niccolò Nicodemo, Alessandro Verani, Federico Baronti, Roberto Roncella, Roberto Saletti. Comparison of Lithium-Ion Battery SoC Estimation Accuracy of LSTM Neural Network Trained with Experimental and Synthetic Datasets. In Francesco Bellotti, Miltos D. Grammatikakis, Ali Mansour, Massimo Ruo Roch, Ralf Seepold, Agusti Solanas, Riccardo Berta, editors, Applications in Electronics Pervading Industry, Environment and Society - APPLEPIES 2023, Genoa, Italy, 28-29 September 2023. Volume 1110 of Lecture Notes in Electrical Engineering, pages 405-410, Springer, 2023. [doi]

Abstract

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