Python-based EV vehicle health and driver behaviour analytics system for battery stress, crash detection, and performance monitoring.
Multi-operating condition analysis and interpretable modelling of EV battery system behaviour using regression and SHAP analytics.
End-to-end battery degradation intelligence platform combining machine learning, battery aging analysis, and interactive visualisation to diagnose degradation mechanism, quantify their contribution, analyse capacity fade, and present actionable insight through a stream lit dashboard
PandoRa is a data visualization tool designed for analyzing battery parameters and other time-series data.
Interactive Battery State of Charge (SoC) Estimator built with Python, Streamlit, Plotly, Pandas, and NumPy.
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