This work presents a novel technique for Li-ion battery model parameters estimation using a high-gain adaptive observer. The resultant battery model is then used to estimate the state of charge of the battery. A periodic update of the estimated battery model parameters also helps in identifying battery's state of health and predict the battery life.
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Ali et al. (2016) studied this question.
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