Jan Helsen

Vrije Universiteit Brussel

Belgium

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Articles (26)

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2025

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2021

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2021

Collaborators (19)

John Powell

UNITED KINGDOM

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Adithya Vemuri

Vrije Universiteit Brussel

BELGIUM

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Wout Weijtjens

Vrije Universiteit Brussel

BELGIUM

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Jorge Sanchez Medina

Vrije Universiteit Brussel

BELGIUM

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Dirk Willem van Binsbergen

Vrije Universiteit Brussel

BELGIUM

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Tsvetelina Ivanova

Vrije Universiteit Brussel

BELGIUM

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Fabian Ramiro Perez Sanjines

Vrije Universiteit Brussel

BELGIUM

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Cédric Peeters

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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Wim Munters

Von Karman Institute For Fluid Dynamics

BELGIUM

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François Girardin

Maître de Conférences / A. Professor

FRANCE

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Georgios Eftychios Protopapadakis

Vrije Universiteit Brussel

BELGIUM

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Julien Ertveldt

Vrije Universiteit Brussel

BELGIUM

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Amir R. Nejad

Professor

Norwegian University of Science and Technology

NORWAY

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Christof Devriendt

Vrije Universiteit Brussel

BELGIUM

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Xavier Chesterman

Vrije Universiteit Brussel

BELGIUM

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Dieter De Baere

Vrije Universiteit Brussel

BELGIUM

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Zoé Jardon

Vrije Universiteit Brussel

BELGIUM

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Jan Helsen

Research Interests

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Articles (26)

Enhancing instantaneous angular speed estimation with an adaptive Multi-Order Probabilistic Approach

Validation of spatial accuracy with high-speed imaging to support in situ flaw detection for laser directed energy deposition processes

Hyperparameter tuning framework for calibrating analytical wake models using SCADA data of an offshore wind farm

Scalable SCADA-Based Calibration for Analytical Wake Models Across an Offshore Cluster

Performance comparison of analytical wake models calibrated on a large offshore wind cluster

Fatigue crack detection in planetary gears: Insights from the HUMS2023 data challenge

Investigating North Sea Precipitation Variability: Implications for Offshore Wind Energy Siting and Condition Assessments

Fatigue crack detection in planetary gears: Insights from the HUMS2023 data challenge

Offshore field experimentation for novel hybrid condition monitoring approaches

Hyperspectral In-Situ Monitoring for Deep Learning-based Anomaly Classification in Metal Additive Manufacturing

Modeling of rain-induced erosion of wind turbine blades within an offshore wind cluster

Experimental evaluation of the metal powder particle flow on the melt pool during directed energy deposition

Experimental evaluation of the metal powder particle flow on the melt pool during directed energy deposition

Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence

Overview of normal behavior modeling approaches for SCADA-based wind turbine condition monitoring demonstrated on data from operational wind farms

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

Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence

Effect of generator torque ripple optimization on a geared wind turbine drivetrain

Informed sparsity-based blind filtering in the presence of second-order cyclostationary noise

A deep boosted transfer learning method for wind turbine gearbox fault detection

Sensitivity analysis of mesoscale simulations to physics parameterizations over the Belgian North Sea using Weather Research and Forecasting – Advanced Research WRF (WRF-ARW)

Prediction of build geometry for DED using supervised learning methods on simulated process monitoring data

Effects of wake on gearbox design load cases identified from fleet-wide operational data

An interdisciplinary framework to predict premature roller element bearing failures in wind turbine gearboxes

Multi-Physical Time- and Frequency-Domain Fault Detection and Isolation Technique for Power-Electronic Converters in DFIG Wind Turbines

Chasing the Cut: A Measurement Approach for Machine Tool Condition Monitoring

Collaborators (19)

John Powell

Adithya Vemuri

Wout Weijtjens

Jorge Sanchez Medina

Dirk Willem van Binsbergen

Tsvetelina Ivanova

Fabian Ramiro Perez Sanjines

Cédric Peeters

Pieter-Jan Daems

Robbelein Robbelein

Wim Munters

François Girardin

Georgios Eftychios Protopapadakis

Julien Ertveldt

Amir R. Nejad

Christof Devriendt

Xavier Chesterman

Dieter De Baere

Zoé Jardon

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