Christof Devriendt

Vrije Universiteit Brussel

Belgium

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Articles (21)

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2025

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2025

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2025

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2023

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2022

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2021

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2021

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2021

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2020

Collaborators (11)

Wout Weijtjens

Vrije Universiteit Brussel

BELGIUM

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Pietro D'Antuono

Vrije Universiteit Brussel

BELGIUM

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Jan Helsen

Vrije Universiteit Brussel

BELGIUM

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Pablo G Morato Dominguez

Delft University of Technology

NETHERLANDS

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Nandar Hlaing

Vrije Universiteit Brussel

BELGIUM

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Pieter-Jan Daems

Vrije Universiteit Brussel

BELGIUM

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Robbelein Robbelein

Vrije Universiteit Brussel

BELGIUM

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Negin Sadeghi

Vrije Universiteit Brussel

BELGIUM

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Maximilian Henkel

Vrije Universiteit Brussel

BELGIUM

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Carlos Sastre Jurado

Vrije Universiteit Brussel

BELGIUM

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Peter Troch

Ghent University

BELGIUM

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Christof Devriendt

Research Interests

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Articles (21)

Structural health monitoring in a population of similar structures with self-supervised learning: a two-stage approach for enhanced damage detection and model tuning

Experimental Validation of Automated OMA and Mode Tracking for Structural Health Monitoring of Transmission Towers

A 3D experimental study of the wave-induced seabed response around a monopile foundation based on pore pressure measurements under regular wave loading

Machine learning and uncertainty quantification to track and monitor natural frequencies in vibration-based SHM applied to offshore wind turbines

Advanced simulations of monitored wind turbine monopiles located in the Belgian North Sea under operational quasi-static loading

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

Farm-wide interface fatigue loads estimation: A data-driven approach based on accelerometers

Farm-wide interface fatigue loads estimation: A data-driven approach based on accelerometers

Structural health monitoring in a population of similar structures with self-supervised learning: a two-stage approach for enhanced damage detection and model tuning

Flexible multi-fidelity framework for load estimation of wind farms through graph neural networks and transfer learning

Effect of curtailment scenarios on the loads and lifetime of offshore wind turbine generator support structures

Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks

Insights from in-situ pore pressure monitoring around a wind turbine monopile

Development of a semi-structured database for back-analysis of the foundation stiffness of offshore wind monopiles

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks

Quantifying the effect of low-frequency fatigue dynamics on offshore wind turbine foundations: a comparative study

Data-driven farm-wide fatigue estimation on jacket-foundation OWTs for multiple SHM setups

Multilevel RTN Removal Tools for Dynamic FBG Strain Measurements Corrupted by Peak-Splitting Artefacts

Fatigue Stress Estimation for Submerged and Sub-Soil Welds of Offshore Wind Turbines on Monopiles Using Modal Expansion

Bolted ring flanges in offshore-wind support structures - in-situ validation of load-transfer behaviour

Strain estimation for offshore wind turbines with jacket substructures using dual-band modal expansion

Collaborators (11)

Wout Weijtjens

Pietro D'Antuono

Jan Helsen

Pablo G Morato Dominguez

Nandar Hlaing

Pieter-Jan Daems

Robbelein Robbelein

Negin Sadeghi

Maximilian Henkel

Carlos Sastre Jurado

Peter Troch

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