EnergizedAI, INC.

EnergizedAI is increasing EV fast charger uptime through the development of a predictive maintenance algorithm, allowing service to occur before failure. EnergizedAI is developing a tool that will utilize an ensemble of methods including deep learning, forecasting, and statistical survival analysis to identify fast chargers at risk of becoming non-functional. This analysis takes into account multiple data points from each fast charger and local environmental information to derive a charger health score with continuously improving accuracy as feedback from each prediction is incorporated into the analysis and the model is exposed to more data.