Muhammad Irfan

Explainable multi-scale health index learning for non-destructive condition monitoring and wear severity assessment of aviation piston pumps

Reliable condition monitoring of aviation piston pumps is essential for operational safety and predictive maintenance. This study proposes an Explainable Multi-Scale Health Index Learning (EMHI-L) framework integrating multimodal sensor fusion, multi-scale representation learning...