Causal Temperature Monitoring for Server Rooms - Raspberry Pi 5 & ESP32 Kit v22

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

Data centres log thousands of temperature, humidity, and vibration readings every hour, but simple correlations mislead. This kit guides you to build a monitoring system that deploys the DoWhy causal inference library directly on a Raspberry Pi 5, identifying the true causal links - whether a server rack's temperature spike is actually caused by a nearby HVAC vent blockage, not just coincidence. You move beyond dashboards into actionable root-cause analysis with edge AI.

What You'll Build

A multi-sensor network with three ESP32 nodes (each carrying a DHT22 and ADXL345) that streams real-time data to a Raspberry Pi 5 data lake on a 512GB NVMe SSD. A live dashboard displays temperature, humidity, and vibration metrics, but the core output is causal graphs - visual evidence of which factors really drive temperature changes. The system runs entirely on your bench before you install it in any server room, giving you a portable causal analysis engine.

What You'll Learn

• Deploy DoWhy causal models on edge hardware to distinguish causation from correlation in multi-sensor IoT streams
• Set up a high-speed data pipeline from ESP32 nodes to a Pi 5 with M.2 NVMe storage for uninterrupted logging
• Analyse combined temperature, humidity, and vibration data using causal graphs and estimate average treatment effects
• Build a Python dashboard that refreshes live causal insights, ready for integration into server room monitoring workflows

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

B.Tech ECE/EEE students tackling Smart India Hackathon IoT challenges, final-year project teams at IITs, NITs, or VIT, and data science enthusiasts moving into edge AI. It suits anyone who wants to put causal inference into practice on real hardware, not just in Jupyter notebooks.

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.