GIAZITZIS, SPYRIDON
A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation
2024-01-01 Giazitzis, Spyridon; Sakwa, Maciej; Leva, Sonia; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo
A Novel Data-Driven Approach for the Simultaneous Prediction of State of Health Trajectory and Remaining Useful Life in Lithium-Ion Batteries
2024-01-01 Bellomo, M.; Giazitzis, S.; Badha, S.; Rosetti, F.; Ogliari, E.; Dolara, A.; Grimaccia, F.
Comparative Analysis to Determine the State of Charge of a Lithium-Ion Cell
2026-01-01 Khayrane, H.; Giazitzis, S.; Louzazni, M.; Ogliari, E.; Mussetta, M.
Data-Driven Methods for the State of Charge Estimation of Lithium-Ion Batteries: An Overview
2023-01-01 Eleftheriadis, P.; Giazitzis, S.; Leva, S.; Ogliari, E.
Deep Learning Regression with Sequences of Different Length: An Application for State of Health Trajectory Prediction and Remaining Useful Life Estimation in Lithium-Ion Batteries
2024-01-01 Bellomo, Michele; Giazitzis, Spyridon; Badha, Susheel; Rosetti, Filippo; Dolara, Alberto; Ogliari, Emanuele
Embedded strategy for battery module states estimation using tiny machine learning models
2026-01-01 Giazitzis, Spyridon; Ferrari, Jack; Woss, Antoni J.; Badha, Susheel; Rosetti, Filippo; Ogliari, Emanuele
Joint State of Charge and State of Health Estimation Using Bidirectional LSTM and Bayesian Hyperparameter Optimization
2024-01-01 Eleftheriadis, Panagiotis; Giazitzis, Spyridon; Kowal, Julia; Leva, Sonia; Ogliari, Emanuele
State of Health Estimation of Lithium-Ion Battery via Bidirectional Long Short-Term Memory Neural Network with Bayesian Hyperparameter Tuning
2023-01-01 Eleftheriadis, Panagiotis; Giazitzis, Spyridon; Leva, Sonia; Ogliari, Emanuele
Tiny Machine Learning for Li-ion Battery State of Health Estimation
2024-01-01 Giazitzis, Spyridon; Sakwa, Maciej; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo
TinyML models for SoH estimation of lithium-ion batteries based on Electrochemical Impedance Spectroscopy
2025-01-01 Giazitzis, Spyridon; Isse, Abdisamad Ahmed; Blasuttigh, Nicola; Massi Pavan, Alessandro; Raimondo, Davide M.; Badha, Susheel; Rosetti, Filippo; Ogliari, Emanuele
Transfer Learning Techniques for the Lithium-Ion Battery State of Charge Estimation
2024-01-01 Eleftheriadis, P.; Giazitzis, S.; Leva, S.; Ogliari, E.