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Early-stage lifetime prediction for lithium-ion batteries: A deep learning framework jointly considering machine-learned and handcrafted data features

Zicheng Fei, Zijun Zhang, Fangfang Yang, Kwok‐Leung Tsui, Lishuai Li

2022Journal of Energy Storage55 citationsDOI

Topics & Concepts

Computer scienceBattery (electricity)Artificial intelligenceProcess (computing)Convolutional neural networkMachine learningDeep learningDimension (graph theory)Task (project management)Feature (linguistics)Domain (mathematical analysis)EngineeringPower (physics)Systems engineeringPure mathematicsPhysicsQuantum mechanicsOperating systemPhilosophyLinguisticsMathematical analysisMathematicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Early-stage lifetime prediction for lithium-ion batteries: A deep learning framework jointly considering machine-learned and handcrafted data features | Litcius