A hybrid deep learning framework integrating bidirectional sliding windows, TCN, and external attention for accurate state-of-charge estimation in lithium-ion batteries
Syed Abbas Ali Shah, Shunli Wang, Sajawal Gul Niazi, Syed Maooz Ali Shah, Shungang Ning, Muhamamd Hassaan Farooq Butt, Ziqiang Xu, Mengqiang Wu
Topics & Concepts
State of chargeLithium (medication)Charge (physics)State (computer science)IonComputer scienceEstimationMaterials scienceEngineeringChemistryBattery (electricity)AlgorithmPower (physics)PhysicsPsychologySystems engineeringPsychiatryOrganic chemistryQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReal-Time Systems Scheduling