Litcius/Paper detail

A comprehensive review of machine learning-based state of health estimation for lithium-ion batteries: data, features, algorithms, and future challenges

Yaxuan Wang, Shilong Guo, Yue Cui, Liang Deng, Lei Zhao, Junfu Li, Zhenbo Wang, Zhenbo Wang

2025Renewable and Sustainable Energy Reviews40 citationsDOI

Topics & Concepts

Lithium (medication)EstimationComputer scienceState (computer science)Machine learningState of healthIonAlgorithmArtificial intelligenceEngineeringSystems engineeringChemistryBattery (electricity)PsychologyPhysicsPsychiatryOrganic chemistryPower (physics)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure