Skip to content
guest@acisneros
ESEN
cd ..

~/projects$ cat iot-temperature/README.md

IoT temperature monitoring and forecasting

university--aiaug 2024 – dec 2024

API that receives readings from ESP32-connected sensors and models that forecast temperature trends.

## README.md

DHT22 and DS18B20 sensors connected to ESP32 microcontrollers send readings over WebSocket to a FastAPI service.

That data trained multiple linear regression, polynomial regression and ARIMA models to forecast temperature trends. A real-time dashboard shows readings, raises threshold alerts and exports history.

## Architecture

Architecture: IoT temperature monitoring and forecastingESP32 · DHT22 · DS18B20DashboardFastAPI (WebSocket)Regression · ARIMAMySQL

## Highlights

  • Real-time readings over WebSocket
  • Regression and ARIMA
  • Threshold alerts