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Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European…
The remaining life of Li-Ion batteries was predicted by training the model for various datasets, considering various factors by applying Support Vector Machines.
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Notebooks for learning deep learning
Example of Machine Learning application: State of Charge estimation of a battery using SVR
This model is used to estimate the SOC of battery based on NN and Kalman filter.
A simple and naive battery modelisation + Kalman filter for state of charge (SoC) estimation