Optimized data-driven approach for remaining useful life prediction of Lithium-ion batteries based on sliding window and systematic sampling
Shaheer Ansari, Afida Ayob, Molla Shahadat Hossain Lipu, Aini Hussain, Maher G. M. Abdolrasol, Muhammad Ammirrul Atiqi Mohd Zainuri, Mohamad Hanif Md Saad
Topics & Concepts
Artificial neural networkBattery (electricity)Robustness (evolution)HyperparameterComputer scienceMean squared errorSliding window protocolFeature selectionHeuristicArtificial intelligenceMachine learningData miningWindow (computing)Power (physics)StatisticsGeneBiochemistryOperating systemQuantum mechanicsChemistryPhysicsMathematicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure