Predictive Maintenance with IoT: A Real Estate Use Case for Developers

But one of the biggest challenges in managing real estate is managing maintenance effectively. The conventional way of doing this is to fix something only after it breaks. However, with the help of IoT, we can move from a reactive maintenance model to a predictive one. So, let’s see how a developer can implement this. What is Predictive Maintenance? Predictive maintenance is a method of predicting equipment failures. Instead of periodic maintenance, the equipment runs continuously. In real estate, the equipment that needs predictive maintenance includes: HVAC systems Elevators Electrical systems Water systems System Architecture A predictive maintenance system consists of: Sensors & Data Collection Vibration Sensors Temperature Sensors Energy Consumption Meters Data Transmission MQTT or HTTP APIs Edge Gateways for data preprocessing Data Storage Time-series databases like InfluxDB, TimescaleDB Cloud storage solutions Data Analysis Rule-based alerts Machine learning models Example: Dete