Ph.D. in Ingegneria Aerospaziale , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
On the development of a population-based SHM strategy for aerospace structures (Abstract)
Tutors:
Cecilia Surace Keith WordenProfile
Research interests
Biography
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.
Teaching
Teachings
Master of Science
- Dynamics of structures/Computational Mechanics (modulo di Dynamics of structures). A.A. 2024/25, 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
- Dynamics of structures/Static and dynamic instability of structures (modulo di Dynamics of structures). A.A. 2023/24, CIVIL ENGINEERING. Collaboratore del corso
- Collasso e monitoraggio delle strutture. A.A. 2024/25, INGEGNERIA CIVILE. Collaboratore del corso
Bachelor of Science
- Structural mechanics. A.A. 2023/24, CIVIL AND ENVIRONMENTAL ENGINEERING. Collaboratore del corso
- Structural mechanics. A.A. 2024/25, CIVIL AND ENVIRONMENTAL ENGINEERING. Collaboratore del corso
Publications
PoliTO co-authors
Works published during the Ph.D. View all publications in Porto@Iris
- Delo, Giulia; Roy, Rinto; Worden, Keith; Surace, Cecilia (2025)
On the use of the inverse finite element method to enhance knowledge sharing in population-based structural health monitoring. In: COMPUTERS & STRUCTURES, vol. 307. ISSN 0045-7949
Contributo su Rivista - Delo, Giulia; Roy, Rinto; Worden, Keith; Surace, Cecilia (2025)
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, vol. 61, pp. 1-19. ISSN 1475-1305
Contributo su Rivista - Delo, Giulia; Hughes, Aidan J.; Surace, Cecilia; Worden, Keith (2025)
On the influence of attributes for assessing similarity and sharing knowledge in heterogeneous populations of structures. In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, vol. 229, pp. 1-25. ISSN 0888-3270
Contributo su Rivista - Delo, Giulia (2025)
On the development of a population-based SHM strategy for aerospace structures. relatore: SURACE, CECILIA; WORDEN, KEITH; , 37. XXXVII Ciclo, P.: 183
Doctoral Thesis - 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) - 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 (Germany), 10 - 13 June 2024. ISSN 1435-4934
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
Society and Enterprise
Patents and other intellectual properties
- Copertura protettiva motorizzata per l'agrivoltaico. national and international Patent
Inventors: Giulia Delo Stefano Invernizzi Antonella Marinelli Francesco Antonio Metafune Andrea Moglianesi