Capacity estimation of batteries: Influence of training dataset size and diversity on data driven prognostic models
Vijay Mohan Nagulapati, Hyunjun Lee, Dawoon Jung, Boris Brigljević, Yunseok Choi, Hankwon Lim
Topics & Concepts
PrognosticsArtificial neural networkReliability (semiconductor)Battery (electricity)KrigingComputer scienceNonlinear systemPredictive modellingMean squared errorReliability engineeringProcess (computing)Data miningMachine learningEngineeringStatisticsMathematicsPower (physics)Quantum mechanicsOperating systemPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies