Litcius/Paper detail

State of health estimation of lithium-ion battery with automatic feature extraction and self-attention learning mechanism

Yiyue Jiang, Yuan Chen, Fangfang Yang, Weiwen Peng

2022Journal of Power Sources90 citationsDOI

Topics & Concepts

AutoencoderComputer scienceArtificial intelligenceState of healthFeature extractionBattery (electricity)Feature (linguistics)Mean squared errorPattern recognition (psychology)Feature engineeringDeep learningData miningMachine learningPower (physics)StatisticsMathematicsQuantum mechanicsPhysicsPhilosophyLinguisticsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization