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An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters

Paul Takyi‐Aninakwa, Shunli Wang, Guangchen Liu, Alhamdu Nuhu Bage, Faisal Masahudu, Josep M. Guerrero

2024Engineering Applications of Artificial Intelligence62 citationsDOI

Topics & Concepts

Computer scienceBattery (electricity)State of chargeVoltageMean squared errorKalman filterLithium-ion batteryControl theory (sociology)AlgorithmPower (physics)Artificial intelligenceElectrical engineeringEngineeringStatisticsQuantum mechanicsPhysicsControl (management)MathematicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems
An enhanced lithium-ion battery state-of-charge estimation method using long short-term memory with an adaptive state update filter incorporating battery parameters | Litcius