Parameter

3.3.2.1 predictive maintenance

Predictive maintenance is an operational strategy that leverages real-time sensor data and machine learning to forecast component failures before they occur. By scheduling servicing only when necessary, this approach increases fleet availability and extends the operational life of expensive battery and fuel cell systems. Challenges in developing these systems lie in collecting high-quality, continuous sensor data under harsh flight conditions and developing highly accurate predictive models.