Enhanced SOC estimation of lithium ion batteries with RealTime data using machine learning algorithms.

The key reasons ML methods are hugely significant for realizing accurate SOC prediction are superior function approximation capabilities, adaptability to changing conditions, high noise tolerance, modelling complexity handling, and real-time prediction.

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