Mini-project
Automotive, EV & Aerospace
Vehicle trip and driving behaviour analyser
Read vehicle sensor logs and measure speed, idling and harsh driving events for each trip.
The brief
A fleet owner wants to know which trips waste fuel and which drivers drive aggressively. Read accelerometer and gyroscope logs from vehicle trips, detect harsh braking, harsh acceleration and sharp turns, and summarise each trip. Good looks like: sensible event thresholds, a per-trip summary, and charts a fleet manager understands.
What you will build
- Load and clean the sensor logs
- Detect harsh braking, acceleration and turns
- Summarise events per trip and driver
- Compare normal, slow and aggressive driving
- Build a simple trip report
Free, open data to build it with
Check each dataset's licence before you publish your work. Your mentor gives your team its own version of the brief (data, scope or region), so every team's project is its own.