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Battery State Prediction Through Hybrid Modeling: Integrating Neural Networks with a Single Particle Model

Simona Pepe, Lok Shu Kwan,Baptiste Py, Matthew J. Robson,Adeleke Maradesa,Francesco Ciucci

JOURNAL OF ENERGY STORAGE(2025)

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Key words
Single particle model,Machine learning,Battery aging,Battery management system,Lithium-ion batteries
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