Artificial Intelligence-Based Structural Health Monitoring and Predictive Maintenance for Civil Aircraft
This study concludes that the integration of structural mechanics principles with data-driven AI models—particularly through physics-informed neural networks and edge-deployed lightweight models—represents the most promising direction for next-generation onboard intelligent health monitoring systems.