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A vehicle-mounted sensing unit that spots potholes and bumps while driving: a downward-facing HC-SR04 ultrasonic sensor watch...
A bench-top rig that simulates real bearing faults for learning vibration-based condition monitoring: a motor-driven shaft on...
A Node-RED-based monitoring stack for a small wireless sensor network: ESP32 nodes publish temperature, humidity, gas and lig...
An Arduino-driven survey rover that records soil pH together with GPS coordinates at every sampling point and logs them to a...
This project builds a cold chain temperature logger that keeps vaccines and perishables inside their safe range during storag...
This project predicts salary from years of experience using regression on a real public dataset. The well-known Kaggle Salary...
This project forecasts the Air Quality Index for a chosen city using its own history. Hourly pollutant data (PM2.5, PM10, NO2...
This project builds a small hybrid renewable charging station that combines a solar panel and a miniature wind turbine to cha...
This project builds a solid-state DC circuit breaker that replaces slow thermal-magnetic contacts with MOSFET switching and e...
