Dr. Luca Zanotti Fragonara is a Lecturer in the Centre of Autonomous and Cyber-Physical Systems and in the Aerospace Integration Research Centre. His research is focused on structural health monitoring, machine learning, and system identification. He is involved in a series of high-impact research projects ranging from autonomous inspections of aerospace structures to structural health monitoring for increasing the resilience of industrial plants. He developed a wide and unique experience working in monitoring problems applied to civil, mechanical, aerospace, and space structures. Moreover, his interest in machine learning applied to monitoring allowed him to expand his research activities to other areas, such as perception, tracking, and sensor fusion. He has solid knowledge of vibration problems, non-linear dynamics problems, and finite element modeling.
Research Keywords & Expertise
Deep Learning
machine learning
Structural Health Moni...
System Identification
model updating
Reduced order modellin...
Non-linear dynamics
Robotic inspections
Fingerprints
16%
Structural Health Monitoring
12%
System Identification
9%
model updating
6%
Non-linear dynamics
5%
Deep Learning
5%
machine learning
Short Biography
Dr. Luca Zanotti Fragonara is a Lecturer in the Centre of Autonomous and Cyber-Physical Systems and in the Aerospace Integration Research Centre. His research is focused on structural health monitoring, machine learning, and system identification. He is involved in a series of high-impact research projects ranging from autonomous inspections of aerospace structures to structural health monitoring for increasing the resilience of industrial plants. He developed a wide and unique experience working in monitoring problems applied to civil, mechanical, aerospace, and space structures. Moreover, his interest in machine learning applied to monitoring allowed him to expand his research activities to other areas, such as perception, tracking, and sensor fusion. He has solid knowledge of vibration problems, non-linear dynamics problems, and finite element modeling.