Jan Helsen - Publications, H-index & Citations

Jan Helsen

Vrije Universiteit Brussel

21H指数

211论文数

2.1K被引数

收录论文 42

发表时间

Data-driven prediction of nominal composition of a steel to copper multi material using hyperspectral in-situ monitoring of the Directed Energy Deposition process 基于高光谱原位监测的定向能量沉积过程对钢-铜多材料名义成分的数据驱动预测

Additive Manufacturing

IF11.1

2026-09-10

PREAI

Charles Snyers; Houda Houban; Zoé Jardon; Reynier I. Revilla; Dieter De Baere; Jan Helsen; Michaël Hinderdael

Interpretable U-Net RCNN for blind peak detection in vibration spectra 可解释的U-Net RCNN用于振动谱中的盲峰检测

Mechanical Systems and Signal Processing

IF8.9

2026-09-08

OAAI

Georgios Protopapadakis; Pietro Borghesani; Cédric Peeters; Nico Herwig; Wade A. Smith; Zhongxiao Peng; Jan Helsen

Probabilistic wind power forecasting with tree-based machine learning and weather ensembles 基于树状机器学习和气象集合的概率性风电功率预测

Electric Power Systems Research

IF4.2

2026-07-01

PREAI

Bruninx, Max; van Binsbergen, Diederik; Verstraeten, Timothy; Nowe, Ann; Helsen, Jan

Impact of inflow conditions and turbine placement on the performance of offshore wind turbines exceeding 7 MW inflow conditions和turbine placement对7 MW以上海上风力涡轮机性能的影响

Wind Energy Science

IF4.9

2026-05-20

OAAI

Konstantinos Vratsinis; Rebeca Marini; Pieter-Jan Daems; Lukas Pauscher; Jeroen van Beeck; Jan Helsen

Sensor-error-robust normal-behavior modeling for wind turbine drive train failure prediction using a masked autoencoder 基于掩码自编码器的风力涡轮机传动系统故障预测鲁棒正常行为建模

Wind Energy Science

IF4.9

2026-04-10

OAAI

Xavier Chesterman; Ann Nowé; Jan Helsen

POD-Based Sparse Stochastic Estimation of Dynamic Wind Turbine Blade Deflections 基于POD的动态风力涡轮机叶片挠度的稀疏随机估计

Journal of Sound and Vibration

IF4.9

2026-03-03

PREAI

Lorenzo Schena; Wim Munters; Jan Helsen; Miguel A. Mendez

Processing of a steel-to-copper multimaterial through build-plate preheating and ultrasonic-assisted laser-based directed energy deposition 通过构建板预热和超声辅助激光增材制造对钢-铜多材料进行处理

Journal of Laser Applications

IF1.8

2026-02-01

PREAI

Hinderdael, Michael; Jardon, Zoe; Houban, Houda; Snyers, Charles; Sanchez-Medina, Jorge; Fakher, Sukayna; Sheshadri, Sanjeev; De Baere, Dieter; Helsen, Jan

Scalable SCADA-driven failure prediction for offshore wind turbines using autoencoder-based NBM and fleet-median filtering

WIND ENERGY SCIENCE

IF4.9

2025-11-17

OAAI

Vervlimmeren, Ivo; Chesterman, Xavier; Verstraeten, Timothy; Nowe, Ann; Helsen, Jan

Leveraging signal processing and machine learning for automated fault detection in wind turbine drivetrains

WIND ENERGY SCIENCE

IF4.9

2025-09-11

OAAI

Jamil, Faras; Peeters, Cedric; Verstraeten, Timothy; Helsen, Jan

Day-ahead trading and power control for hybrid wind-hydrogen plants with multi-agent reinforcement learning 日前交易与多智能体强化学习在混合风-氢发电厂中的功率控制

Applied Energy

IF11

2025-09-02

PREAI

Stijn Ally; Timothy Verstraeten; Ann Nowé; Jan Helsen

Modular deep learning approach for wind farm power forecasting and wake loss prediction 模块化深度学习方法用于风电场功率预测和尾流损失预测

wind energy

IF4.9

2025-04-28

OAAI

Ally, Stijn; Verstraeten, Timothy; Daems, Pieter-Jan; Nowe, Ann; Helsen, Jan

On the design of Optimal Health Indicators for early fault detection and their statistical thresholds

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-09-01

PREAI

Antoni, Jerome; Kestel, Kayacan; Peeters, Cedric; Leclere, Quentin; Girardin, Francois; Ooijevaar, Ted; Helsen, Jan

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

wind energy

IF4.9

2024-07-12

OAAI

van Binsbergen, Diederik; Daems, Pieter-Jan; Verstraeten, Timothy; Nejad, Amir R.; Helsen, Jan

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-04-01

PREAI

Peeters, Cedric; Wang, Wenyi; Blunt, David; Verstraeten, Timothy; Helsen, Jan

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

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Snyers, Charles; Ertveldt, Julien; Efthymiadis, Kyriakos; Helsen, Jan

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

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-09-01

PREAI

Kestel, Kayacan; Peeters, Cedric; Antoni, Jerome; Leclere, Quentin; Girardin, Francois; Helsen, Jan

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

wind energy

IF4.9

2023-06-05

OAAI

Chesterman, Xavier; Verstraeten, Timothy; Daems, Pieter-Jan; Nowe, Ann; Helsen, Jan

Fleet-based early fault detection of wind turbine gearboxes using-informed based on coherence

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-02-01

OAAI

Perez-Sanjines, Fabian; Peeters, Cedric; Verstraeten, Timothy; Antoni, Jerome; Nowe, Ann; Helsen, Jan

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

wind energy

IF4.9

2022-09-13

OAAI

Vemuri, Adithya; Buckingham, Sophia; Munters, Wim; Helsen, Jan; van Beeck, Jeroen

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

RENEWABLE ENERGY

IF9.1

2022-09-01

PREAI

Jamil, Faras; Verstraeten, Timothy; Nowe, Ann; Peeters, Cedric; Helsen, Jan

研究方向