Autonomous crop monitoring & smart irrigation controller powered by ESP32 and LoRa telemetry.
Traditional timer-based crop irrigation wastes up to 35% of water by watering crops even after heavy rainfall.
Engineered an edge microcontroller system with capacitive moisture sensors that only triggers solenoid relays when moisture drops below threshold, transmitting live readings to cloud.
ESP32 gathers analog sensor readings, applies Kalman filtering to remove noise, and pushes JSON packets over Wi-Fi/MQTT to the cloud database.
Custom PCB / breadboard circuit with flyback diode protection for inductive solenoid loads.
Multithreaded firmware handling sensor sampling on Core 0 and networking on Core 1.
Real-time telemetry gauges showing moisture levels, battery voltage, and pump status.
Resistive probes degraded within weeks due to electrochemical electrolysis.
Upgraded to corrosion-free capacitive sensors with conformal silicone coating for long-term field stability.
Demonstrated 32% reduction in water usage across a 3-week botanical test bench
0 sensor degradation over 90 days continuous outdoor deployment