Spyridon Giazitzis

Data-Driven Methods for the State of Charge Estimation of Lithium-Ion Batteries: An Overview

Panagiotis Eleftheriadis, Spyridon Giazitzis, Sonia Leva et al. · Forecasting · 2023 · 52 citations · Full text

Engineering, Electrical Engineering, Electrochemical Engineering +16

Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation

Panagiotis Eleftheriadis, Spyridon Giazitzis, Sonia Leva et al. · IEEE Access · 2023 · 30 citations · Full text

Computing, Computer Science, Electrochemical Engineering +16

TinyML models for SoH estimation of lithium-ion batteries based on Electrochemical Impedance Spectroscopy

Spyridon Giazitzis, Abdisamad Ahmed Isse, Nicola Blasuttigh et al. · Journal of Power Sources · 2025 · 24 citations · Full text

Engineering, Computer Science, Electrical Engineering +17

A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation

Spyridon Giazitzis, Maciej Sakwa, Sonia Leva et al. · Electronics · 2024 · 22 citations · Full text

Engineering, Computer Engineering, Computer Science +17

Joint State of Charge and State of Health Estimation Using Bidirectional LSTM and Bayesian Hyperparameter Optimization

Panagiotis Eleftheriadis, Spyridon Giazitzis, Julia Kowal et al. · IEEE Access · 2024 · 22 citations · Full text

Engineering, Computer Science, Machine Learning +16