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
Giulia Delo is a PhD student in Aerospace Engineering at the Politecnico di Torino, Italy. Her project aims to develop a reliable Structural Health Monitoring technique using a population-based approach (PBSHM) for reducing failures and creating diagnostic systems across fleets of similar structures. In this framework, the research focuses on transferring data between so-called heterogeneous populations by adopting transfer-learning and domain-adaptation algorithms and assessing structural similarity via graph-based approaches. Additionally, the research program involves experimental activities on a heterogeneous population of small-scale aircraft models for validating the PBSHM approach.
Competenze
SDG
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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; 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; Mattone, Massimiliano; Surace, Cecilia; Worden, Keith (2024)
Novelty detection across a small population of real structures: A negative selection approach. In: XII International Conference on Structural Dynamics, Delft (The Netherlands), July 2-5, 2023, pp. 1-10. ISSN 1742-6596
Contributo in Atti di Convegno (Proceeding) - Delo, G.; Surace, C.; Worden, K. (2024)
Knowledge sharing for improving damage identification across a population of heterogeneous laboratory-scale aircraft models. In: 31st International Conference on Noise and Vibration Engineering (ISMA 2024), Leuven (BE), September 9-11
Contributo in Atti di Convegno (Proceeding) - Hughes, Aidan J.; Delo, Giulia; Poole, Jack; Dervilis, Nikolaos; Worden, Keith (2024)
Quantifying the value of positive transfer: An experimental case study. In: The 11th European Workshop on Structural Health Monitoring (EWSHM 2024), Potsdam, July 2024. ISSN 1435-4934
Contributo in Atti di Convegno (Proceeding) - Delo, Giulia; Roy, Rinto; Worden, Keith; Surace, Cecilia (2024)
Using the inverse finite‐element method to harmonise classical modal analysis with fibre‐optic strain data for robust population‐based structural health monitoring. In: STRAIN, pp. 1-19. ISSN 1475-1305
Contributo su Rivista - 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.; ... (2023)
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. ISSN 2366-2557. 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