Development of an IoT-based Monitoring and Predictive Maintenance Software for Manufacturing Equipment

Design, develop, and implement an IoT-based software solution to monitor the health and performance of manufacturing equipment in real-time, enabling predictive maintenance and minimizing downtime. Develop and implement a predictive maintenance algorithm using machine learning (ML) or statistical methods to analyze sensor data and predict when maintenance is needed to prevent failures.