Dottoranda in Ingegneria Aerospaziale , 37o ciclo (2021-2024)
Dipartimento di Ingegneria Meccanica e Aerospaziale (DIMEAS)
Docente esterno e/o collaboratore didattico
Dipartimento di Ingegneria Strutturale, Edile e Geotecnica (DISEG)
Profilo
Dottorato di ricerca
Tutori
- Cecilia Surace
- Keith Worden
Interessi di ricerca
Biografia
Since starting my Civil Engineering studies at the Politecnico di Torino, I have become increasingly interested in the dynamic behaviour of structures. After my Master's Degree, I realised my passion for research and interest in exploring new, more challenging systems. Therefore, I applied for a PhD position in Aerospace Engineering, trying to exploit my previous knowledge and expertise in aircraft Structural Health Monitoring. The project objective is to reduce failures by developing a reliable Structural Health Monitoring technique using a population-based approach (PBSHM), for creating diagnostic systems across fleets of similar structures. In this framework, I focus on transferring data between so-called heterogeneous populations adopting transfer-learning and domain adaptation algorithms, and assessing structural similarity via graph-based approaches. In addition, my research program involves experimental activities on a heterogeneous population of small-scale aircraft models for validating the PBSHM approach. During these years, I had the chance to collaborate with the University of Sheffield as a visiting PhD student, which has been very valuable and has allowed me to broaden my vision and knowledge.
Competenze
SDG
Open badge
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Towards data analysis and machine learning - Data structures in Python (advanced level)
Rilasciato da Politecnico di Torino il 28-11-2023 -
Percorso per i Giovani Talenti
Rilasciato da Politecnico di Torino il 17-06-2022
Didattica
Insegnamenti
Corso di laurea magistrale
- Dynamics of structures/Static and dynamic instability of structures (modulo di Dynamics of structures). A.A. 2023/24, CIVIL ENGINEERING. Collaboratore del corso
- Dynamics of structures/Static and dynamic instability of structures (modulo di Dynamics of structures). A.A. 2022/23, INGEGNERIA CIVILE. Collaboratore del corso
Corso di laurea di 1° livello
- Structural mechanics. A.A. 2023/24, CIVIL AND ENVIRONMENTAL ENGINEERING. Collaboratore del corso
Pubblicazioni
Coautori PoliTO
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- Delo, Giulia; Mattone, Massimiliano; Surace, Cecilia; Worden, Keith (In stampa)
Novelty detection across a small population of real structures: A negative selection approach. In: Eurodyn 2023, XII international conference on structural dynamics, Delft, The Netherlands, July 2-5, 2023
Contributo in Atti di Convegno (Proceeding) - Delo, Giulia; Brennan, Daniel S.; Surace, Cecilia; Worden, Keith (In stampa)
On the Influence of Structural Attributes for Transferring Knowledge in Population-Based Structural Health Monitoring. In: Proceedings of the 42nd IMAC: A Conference and Exposition on Structural Dynamics (IMAC-XLII), 2024, Orlando, FL, January 29–February 1, 2024
Contributo in Atti di Convegno (Proceeding) - Delo, Giulia; Surace, Cecilia; Worden, Keith; Brennan, Daniel S. (2023)
On the influence of structural attributes for assessing similarity in population-based Structural Health Monitoring. In: 14th International Workshop on Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability, Stanford (USA), September 12-14, 2023, pp. 1553-1562. ISBN: 978-1-60595-693-0
Contributo in Atti di Convegno (Proceeding) - Delo, G.; Bunce, A.; Cross, E. J.; Gosliga, J.; Hester, D.; Surace, C.; Worden, K.; ... (2022)
When is a Bridge Not an Aeroplane? Part II: A Population of Real Structures. In: 10th European Workshop on Structural Health Monitoring, EWSHM 2022, Palermo (Italy), July 4-7, 2022, pp. 965-974. ISBN: 978-3-031-07257-4
Contributo in Atti di Convegno (Proceeding) - Delo, Giulia; Civera, Marco; Lenticchia, Erica; Miraglia, Gaetano; Surace, Cecilia; ... (2022)
Interferometric Satellite Data in Structural Health Monitoring: An Application to the Effects of the Construction of a Subway Line in the Urban Area of Rome. In: APPLIED SCIENCES, vol. 12. ISSN 2076-3417
Contributo su Rivista
Società e imprese
Brevetti e altre proprietà intellettuali
- Copertura protettiva motorizzata per l'agrivoltaico. Brevetto nazionale e internazionale
Inventori: Giulia Delo Stefano Invernizzi