Litcius/Paper detail

Prognostics of Lithium-Ion batteries using knowledge-constrained machine learning and Kalman filtering

Guangxing Bai, Yunsheng Su, Maliha Maisha Rahman, Zequn Wang

2022Reliability Engineering & System Safety72 citationsDOIOpen Access PDF

Topics & Concepts

PrognosticsBattery (electricity)Kalman filterComputer scienceArtificial neural networkLithium-ion batteryMachine learningArtificial intelligenceReliability engineeringEngineeringPower (physics)Quantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization
Prognostics of Lithium-Ion batteries using knowledge-constrained machine learning and Kalman filtering | Litcius