Dr. D. (Dimitrios) Zarouchas
Dr. D. (Dimitrios) Zarouchas
Profiel
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
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2023
An SHM Data-Driven Methodology for the Remaining Useful Life Prognosis of Aeronautical Subcomponents
Georgios Galanopoulos / Nick Eleftheroglou / Dimitrios Milanoski / Agnes Broer / Dimitrios Zarouchas / Theodoros Loutas
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2023
Damage Diagnostics on Post-buckled Stiffened Panels Utilizing the Digital-Twin Concept
Dimitrios Milanoski / Georgios Galanopoulos / Dimitrios Zarouchas / Theodoros Loutas
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2023
Hierarchical Upscaling of Data-Driven Damage Diagnostics for Stiffened Composite Aircraft Structures
Agnes Broer / Nan Yue / Georgios Galanopoulos / Rinze Benedictus / Theodoros Loutas / Dimitrios Zarouchas
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2023
Intelligent Health Indicators Based on Semi-supervised Learning Utilizing Acoustic Emission Data
Morteza Moradi / Agnes Broer / Juan Chiachío / Rinze Benedictus / Dimitrios Zarouchas
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2023
Mechanics Informed Approach to Online Prognosis of Composite Airframe Element
Stiffness Monitoring with SHM Data and Data-Driven RUL Prediction
Nan Yue / Georgios Galanopoulos / Theodoros Loutas / Dimitrios Zarouchas -
Onderwijs 2022
Onderwijs 2021
Media
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2021-06-30
How to make composite airliners even lighter
Verscheen in: AirInsight
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2021-06-29
Kennisbank voor voorspellend onderhoud aan vliegtuigen
Verscheen in: De Ingenieur
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2021-06-17
Kennisbank TU Delft voorspelt conditie vliegtuigconstructie
Verscheen in: Made-In-Europe
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2021-06-11
Dimitrios Zarouchas in de media 2021
Verscheen in: Aviation maintenance
Prijzen
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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