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Geetanjali Sharma

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Conference Aug 2026

Machine Learning Approaches for State of Health Estimation in Lithium-Ion Batteries: An Exploratory Analysis of the NASA Battery Dataset

Estimating state of health (SOH) is crucial to the safe and effective use of lithium-ion batteries in electric vehicles and home battery storage. This paper presents a focused review of state of health (SOH) literature, as well as exploratory data analysis (EDA) of the NASA lithium-ion battery aging data set. Our revie...

Sagar Joshi, Geetanjali Sharma, Archana Y. Chaudhari · 0 citations

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