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Engine knocking detection using Audio
- Program: Electrical and Computer Engineering
- Course: EN.520.448 Electronic Design Lab (EDL)
- Year: 2025
Project Description:
This project implements a real‑time engine knocking detection system on a resource‑constrained embedded platform. On‑board microphones capture combustion noise, a compact ML model classifies “knock” events in‑situ, and summarized diagnostics are pushed securely to a cloud backend for visualization, alerts and analytics. By enabling predictive maintenance and continuous performance monitoring, it helps prevent engine damage and optimize operational uptime.
Project Photo:
Board with ML model and Cellular device to transmit data