Detecting Energy Spikes from EV Chargers Using Python and Time Series Data

I recently worked on a Python project to detect unusual energy spikes from EV chargers by analyzing time series data. The idea was to identify patterns and flag unexpected power usage, which could point to hardware issues or operational anomalies.

The project involved:

• Processing charging session data using pandas
• Visualizing consumption with Matplotlib
• Applying a simple peak detection method to find spikes

The approach is lightweight but effective, and can be applied to other types of sensor or energy data as well.

👉 Read the full article on Medium

Would love to hear thoughts, suggestions, or similar projects you’ve worked on!