Comparative Study-Based Data-Driven Models for Lithium-Ion Battery State-of-Charge Estimation Article

Hussein, Hossam M, Esoofally, Mustafa, Donekal, Abhishek et al. (2024). Comparative Study-Based Data-Driven Models for Lithium-Ion Battery State-of-Charge Estimation . 10(3), 10.3390/batteries10030089

cited authors

  • Hussein, Hossam M; Esoofally, Mustafa; Donekal, Abhishek; Rafin, SM Sajjad Hossain; Mohammed, Osama

authors

publication date

  • March 1, 2024

keywords

  • DEGRADATION
  • Electrochemistry
  • Energy & Fuels
  • LSTM
  • Materials Science
  • Materials Science, Multidisciplinary
  • NEURAL-NETWORK
  • PREDICTION
  • Physical Sciences
  • RANDOM FOREST REGRESSION
  • Science & Technology
  • Technology
  • artificial neural network
  • autoencoder neural network
  • data-driven models
  • electric vehicles
  • energy storage systems
  • random forest regression
  • state of charge
  • transformer deep learning model

Digital Object Identifier (DOI)

publisher

  • MDPI

volume

  • 10

issue

  • 3