Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to fast aging and multi-current variations
Shunli Wang, Fan Wu, Paul Takyi‐Aninakwa, Carlos Fernández, Daniel‐Ioan Stroe, Qi Huang
Topics & Concepts
Mean absolute percentage errorMean squared errorAdaptabilityApproximation errorBattery (electricity)Computer scienceAlgorithmSimulationPower (physics)StatisticsMathematicsQuantum mechanicsEcologyBiologyPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure