09 - Safety and Security
AIRCRAFT SECURITY ENHANCEMENT: ROTATING MACHINERY FAULT DIAGNOSIS AND HEALTH ASSESSMENT USING MANIFOLD LEARNING AND DYNAMIC TIME WARPING
Y. Tian¹, C. Lu¹, Z.-L. Wang¹; ¹School of Reliability and Systems Engineering,Beihang University, China
To enhance the ability of aircraft health management system, assure the security of aircrafts and help make proper maintenance decisions so as to reduce the operation and maintenance costs, a research on aircraft rotating machinery fault diagnosis and health assessment techniques is conduct, and an approach combining manifold learning and dynamic time warping is proposed.