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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Koray Erhan

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Review Open access Oct 2026

A Comprehensive Review of Battery State of Health Estimation: Methods, Challenges and Future Perspectives

Lithium-ion battery state of health (SOH) cannot be measured directly and must be inferred from capacity, resistance, voltage, current, temperature, and usage history. This structured narrative review integrates degradation mechanisms with feature-based, model-based, data-driven, and physics-informed/hybrid estimation...

Hakan Çoban, Koray Erhan, M. Baysal · 0 citations

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