An efficient state-of-health estimation method for lithium-ion batteries based on feature-importance ranking strategy and PSO-GRNN algorithm
Jiaxin Wang, Liqi Zhu, Houde Dai
Topics & Concepts
Particle swarm optimizationRanking (information retrieval)Computer scienceMean squared errorFeature selectionArtificial neural networkState of healthState of chargeRandom forestArtificial intelligenceMachine learningFeature (linguistics)Battery (electricity)AlgorithmData miningPower (physics)MathematicsStatisticsLinguisticsQuantum mechanicsPhilosophyPhysicsAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureAdvancements in Battery Materials