This project aims to optimize the predictive maintenance of components in offshore renewable energy production systems. It will develop mechanical systems, advanced materials, sensing systems and artificial intelligence to monitor performance in real time and predict maintenance needs. The goal is to improve efficiency, reduce costs and promote data-driven maintenance, aligned with Industry 4.0 principles.