Remaining useful life prediction and state of health diagnosis of lithium-ion batteries with multiscale health features based on optimized CatBoost algorithm
Yifei Zhou, Shunli Wang, Yanxing Xie, Jiawei Zeng, Carlos Fernández
Topics & Concepts
State of healthAnt colony optimization algorithmsParticle swarm optimizationBattery (electricity)Mean squared errorRobustness (evolution)Computer scienceAlgorithmEngineeringMachine learningPower (physics)StatisticsMathematicsGeneChemistryBiochemistryQuantum mechanicsPhysicsAdvanced Battery Technologies ResearchReliability and Maintenance OptimizationAdvancements in Battery Materials