ESP32 Anomaly Detection Sensor Node Kit — Build an AI IoT Alert System with Z-Score Monitoring

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

Imagine monitoring a school lab incubator, a server room, or a greenhouse and receiving instant alerts the moment temperature readings stray from normal — all from a single ESP32 node. This kit guides you through building a Z‑score anomaly detection system that tracks DHT22 sensor data, learns a steady baseline, and pushes MQTT notifications when outliers appear. It’s an ideal launchpad for CBSE AI projects, Smart India Hackathon prototypes, or a first IoT mini‑project.

What You'll Build

You’ll assemble an ESP32 sensor node that streams temperature and humidity data. After a brief calibration period, the on‑board algorithm computes Z‑scores in real time. When a reading exceeds the normal range, red LEDs flash and an alert message is published to your MQTT broker — a cloud or local dashboard shows the event instantly. The system automatically adapts to slow baseline shifts, making it reliable for continuous monitoring.

What You'll Learn

• Implement a Z‑score anomaly detection algorithm on the ESP32 using Arduino IDE
• Connect and calibrate a DHT22 temperature/humidity sensor for stable readings
• Send real‑time sensor data and alert messages to an MQTT broker over WiFi
• Design visual alert circuits with red/green LEDs and 220Ω resistors for clear feedback

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

Ideal for CBSE Class 11-12 students exploring AI and IoT, B.Tech ECE/EEE undergraduates building mini‑projects, Smart India Hackathon teams prototyping remote monitoring solutions, and ATL Tinkering Lab facilitators. If you want hands‑on anomaly detection without hunting for compatible parts, this kit gives you a clear, guided launch.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.