Dr. D. (Dimitrios) Zarouchas
Dr. D. (Dimitrios) Zarouchas
Profiel
Biografie
Expertise
Biografie
Dimitrios is an Associate Professor at the Aerospace Engineering Faculty of Delft University of Technology.
He leads the PYTHIA team: Artificial Intelligence for Structures, Prognostics and Health Management, part of Aerospace Structures & Materials Department and he is the founder of the
Center of Excellence in AI for structures.
The focus of the team is the research, development and deployment of intelligent systems for enabling real-time diagnostics and prognostics of lightweight structures used in aviation, space, wind energy and naval industries.
Expertise
- Artificial Intelligence based Structural Health Monitoring
- Prognostics and Health Management
- Cyber-physical Structural Systems and Digital Twins
- Certifiable and Explainable Artificial Intelligence for Structures
- Fatigue, Damage and Mechanics of Composite Structures
Projecten
- ReMAP
- MORPHO
- QUALIFY
- ITN-MARIE CURIE - ENHANCE
- ITN-MARIE CURIE - GW4SHM
- and many more...
Expertise
Publicaties
-
2024
A novel machine learning model to design historical-independent health indicators for composite structures
Morteza Moradi / Ferda C. Gul / Dimitrios Zarouchas
-
2024
Particle filter-based fatigue damage prognosis by fusing multiple degradation models
Tianzhi Li / Jian Chen / Shenfang Yuan / Dimitrios Zarouchas / Claudio Sbarufatti / Francesco Cadini
-
2023
A Comprehensive Study on Measurement Accuracy of Distributed Fiber Optic Sensors Embedded within Capillaries of Solid Structures
Y. Xiao / C.D. Rans / D. Zarouchas / R. Benedictus
-
2023
A Model-Assisted Probability of Detection Framework for Optical Fiber Sensors
F. Falcetelli / N. Yue / Leonardo Rossi / Gabriele Bolognini / Filippo Bastianini / D. Zarouchas / Raffaella Di Sante
-
2023
A data driven methodology for upscaling remaining useful life predictions
From single- to multi-stiffened composite panels
Georgios Galanopoulos / Efthimios Fytsilis / Nan Yue / Agnes Broer / Dimitrios Milanoski / Dimitrios Zarouchas / Theodoros Loutas -
Onderwijs 2023
Onderwijs 2022
Media
-
2023-05-16
Researchers from Delft University of Technology Discuss Findings in Wind Turbines (New Indicator for Damage Localization In a Thick Adhesive Joint of a Composite Material Used In a Wind Turbine Blade)
Verscheen in: Energy Daily News
-
2021-06-30
How to make composite airliners even lighter
Verscheen in: AirInsight
-
2021-06-29
Kennisbank voor voorspellend onderhoud aan vliegtuigen
Verscheen in: De Ingenieur
-
2021-06-17
Kennisbank TU Delft voorspelt conditie vliegtuigconstructie
Verscheen in: Made-In-Europe
-
2021-06-11
Dimitrios Zarouchas in de media 2021
Verscheen in: Aviation maintenance
Prijzen
-
2021-6
3rd Best Place - Young Researcher Paper (IEEE Metrology for AeroSpace)
Best paper presented by a young researcher - 3rd classified for "Health Indicators for Diagnostics and Prognostics of Composite Aerospace Structures"
8th IEEE International Workshop on Metrology for AeroSpace, MetroAeroSpace 2021