PORTALE DELLA DIDATTICA

Ricerca CERCA
  KEYWORD

PT-ERC

State of Charge and State of Health Estimation for EV Batteries

azienda Tesi esterna in azienda    


Parole chiave BATTERY MANAGEMENT SYSTEM, DATA-DRIVEN MODELLING, ELECTRIC VEHICLE

Riferimenti DANIELA ANNA MISUL, EZIO SPESSA

Riferimenti esterni MIRETTI Federico

Gruppi di ricerca PT-ERC

Tipo tesi RICERCA APPLICATA

Descrizione The first objective of the thesis is to develop a Dual Unscented Kalman Filter for the estimation of both state of charge and state of health of an EV battery cell, based on available experimental data. In a second step, you will explore methods to augment the data available to the filter with a data-driven model, in a hybrid approach.

Vedi anche  ukf 2024-04-16 06_22_19.pdf 

Conoscenze richieste Matlab/Simulink, fundamentals of thermal machines, fundamentals of energy system control

Note In the application, include your cv and the list of exams with score


Scadenza validita proposta 16/04/2025      PROPONI LA TUA CANDIDATURA