Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

Estimation of the State of Charge (SOC) of Lithium-ion batteries using Deep LSTMs.

State of charge (SOC), State of Health (SOH) Estimation using Machine learning algorithms such as Linear regression, random forest, support vector machine, ANN, CNN