Jan Helsen

According to our database, Jan Helsen authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Charles Snyers, Julien Ertveldt, Kyriakos Efthymiadis, Jan Helsen

IEEE Access, 2024

2022

Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets.

Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021

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

Lukasz Huchel, Thomas C. Krause, Tomasz Lugowski, Steven B. Leeb, Jan Helsen

IEEE Trans. Instrum. Meas., 2021

Stretched Sensing Strategies for IEPE.

Lukasz Huchel, Thomas C. Krause, Steven B. Leeb, Jan Helsen

IEEE Trans. Instrum. Meas., 2021

Scalable Optimization for Wind Farm Control using Coordination Graphs.

Timothy Verstraeten, Pieter-Jan Daems, Eugenio Bargiacchi, Diederik M. Roijers, Pieter J. K. Libin, Jan Helsen

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Diagnostics for Periodically Excited Actuators.

Lukasz Huchel, Jan Helsen, Peter A. Lindahl, Steven B. Leeb

IEEE Trans. Instrum. Meas., 2020

2019

Fleetwide data-enabled reliability improvement of wind turbines.

Timothy Verstraeten, Ann Nowé, Jonathan Keller, Yi Guo, Shuangwen Sheng, Jan Helsen

CoRR, 2019

Failure Avoidance for Wind Turbines through Fleetwide Control.

Timothy Verstraeten, Ann Nowé, Jan Helsen

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Vibration-Based Rotor -Side-Converter Open-Switch-Fault Detection in DFIGs for Wind Turbines.

Marcelo Nesci Soares, Johan Gyselinck, Yves Mollet, Cedric Peeters, Nicoletta Gioia, Jan Helsen

Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

Loss minimisation strategy for DFIG in wind turbine considering iron losses.

Marcelo Nesci Soares, Johan Gyselinck, Luís Guilherme B. Rolim, Jan Helsen, Yves Mollet

Proceedings of the IEEE International Conference on Industrial Technology, 2018

2017

Towards an evolvable data management system for wind turbines.

Dirk van der Linden, Gert De Sitter, Tim Verbelen, Christof Devriendt, Jan Helsen

Comput. Stand. Interfaces, 2017

Wind Farm Operation and Maintenance Optimization Using Big Data.

Jan Helsen, Cedric Peeters, Peter Doro, Eveline Ververs, Pieter Jan Jordaens

Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

2016

Long-Term Monitoring of Wind Farms Using Big Data Approach.

Jan Helsen, Gert De Sitter, Pieter Jan Jordaens

Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016