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Transformer-based framework for configuration-agnostic Li-ion battery SoH estimation by exploring novel health indicators

Seojoung Park, Yunseo Kim, Raehyeong Yoo, Yunseok Choi, Donghyuk Kim

2025Chemical Engineering Journal6 citationsDOI

Topics & Concepts

State of healthTransformerReliability engineeringEstimatorComputer scienceBattery (electricity)Health indicatorEstimationKey (lock)Risk analysis (engineering)Efficient energy useEngineeringBattery capacityAutomotive engineeringPerformance indicatorMean squared errorState estimatorControl engineeringBenchmarkingRange (aeronautics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies
Transformer-based framework for configuration-agnostic Li-ion battery SoH estimation by exploring novel health indicators | Litcius