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Identification of lithium-ion battery parameter variations across cells using artificial intelligence
Tine Lubej, Mitja Truntič, Dirk Uwe Sauer
Magistrsko delo
Oznake: machine learning;lithium-ion batteries;parameter estimation;uncertainty quantification;real-experimental data;master's theses;
This thesis focuses on improving the simulation, estimation, and accuracy of parameter identification in lithium-ion battery models. The key objective was to enhance a previously developed program by transitioning it to an object-oriented design, making it more efficient, user-friendly, and modular. ...
Leto: 2024 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
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