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

Author

G. Tamizharasi

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2 papers indexed here

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Review Open access Oct 2026

AI-driven lithium-ion battery health prediction: a review of SOC, SOH and RUL estimation techniques

The need for precise lithium-ion battery (LiB) monitoring and prognostics has grown significantly with the increasing use of electric vehicles (EVs) and renewable energy system (RES) technologies. State of charge (SOC), state of health (SOH), and remaining useful life (RUL) are three critical performance metrics for en...

G. Tamizharasi, G. Rajini · 0 citations
Open access Sep 2026

NBE-VLT-PFO: hybrid deep learning transformer architecture for joint estimation of lithium-ion batteries

Lithium-ion batteries are utilized in electric vehicles (EVs), and accurate predictions of battery state of charge (SOC), state of health (SOH), and remaining useful life (RUL) are needed to ensure reliability, security, and durability of these batteries. This study provides a hybrid deep learning (DL) system, termed a...

G. Tamizharasi, G. K. Rajini · 0 citations

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