Design and Test of an LSTM-Based Algorithm for Li-Ion Batteries Remaining Useful Life Estimation
Andrea Begni, Pierpaolo Dini, Sergio Saponara
Topics & Concepts
ExtrapolationComputer scienceSeries (stratigraphy)Battery (electricity)Raw dataProcess (computing)AlgorithmDegradation (telecommunications)Time seriesLong short term memoryArtificial intelligenceMachine learningPower (physics)StatisticsMathematicsTelecommunicationsQuantum mechanicsPaleontologyRecurrent neural networkBiologyArtificial neural networkOperating systemPhysicsProgramming languageAdvanced Battery Technologies ResearchFault Detection and Control SystemsMachine Fault Diagnosis Techniques