Guillaume Crevecoeur - Publications, H-index & Citations

Guillaume Crevecoeur

ghent university

25H指数

345论文数

2.1K被引数

收录论文 66

发表时间

Constrained residual reinforcement learning with adaptive bounds to optimize control of a mechatronic system under uncertain conditions 带自适应边界的约束残差强化学习，用于优化不确定条件下的机电系统控制

Engineering Applications of Artificial Intelligence

IF8

2026-06-17

PREAI

Tom Staessens; Tom Lefebvre; Guillaume Crevecoeur

Efficient Sampling Strategies for Nonlinear State Estimation and System Identification through Probabilistic Optimal Control 基于概率最优控制的非线性状态估计和系统辨识的高效采样策略

IEEE Transactions on Signal Processing

IF5.8

2026-06-15

OAAI

Victor Vantilborgh; Mohammad M. Filabadi; Frederik Ostyn; Guillaume Crevecoeur; Tom Lefebvre

Hierarchical switch fault diagnosis based on transformer algorithm in four-leg inverters of stand-alone wind energy conversion systems 基于变压器算法的风力发电四桥臂逆变器分层开关故障诊断

International Journal of Electrical Power & Energy Systems

IF5

2026-01-27

OAAI

Jalal Heidari; Rasool Peykarporsan; Soroush Oshnoei; Tek Tjing Lie; Lieven Vandevelde; Guillaume Crevecoeur

Virtual Sensing of Wind Turbine Loads With Multi-Hidden Markov Models for Above-Rated Wind Speeds

WIND ENERGY

IF3.3

2025-12-01

OAAI

Hassan, A.; Vantilborgh, V.; Kayedpour, N.; Lefebvre, T.; Coene, A.; Crevecoeur, G.

Nonlinear Model Predictive Control With Value Function Regression: A Tessellation-Based Sampling Approach 非线性模型预测控制与值函数回归：一种基于镶嵌的采样方法

OPTIMAL CONTROL APPLICATIONS & METHODS

IF1.5

2025-12-01

PREAI

Neve, Thomas; Lefebvre, Tom; Crevecoeur, Guillaume

Aero-servo simulations of an airborne wind energy system using geometry-resolved computational fluid dynamics

WIND ENERGY SCIENCE

IF4.9

2025-11-18

OAAI

Pynaert, Niels; Haas, Thomas; Wauters, Jolan; Crevecoeur, Guillaume; Degroote, Joris

Probabilistic state–space modeling for robust condition monitoring of industrial equipment 基于概率状态空间模型的工业设备鲁棒状态监测

Journal of Manufacturing Systems

IF14.2

2025-10-15

OAAI

Victor Vantilborgh; Tom Lefebvre; Guillaume Crevecoeur

Implementable robust stability regions for fractional-order PD controllers with an application to servo system control 可实现分数阶PD控制器的鲁棒稳定区域及其在伺服系统控制中的应用

Asian Journal of Control

IF2.7

2025-10-08

PREAI

Majid Ghorbani; Babak Mehdizadeh Gavgani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur

Introducing DAIMYO: A Dynamic Design Architecture and Its Application to Unmanned Aerial System Development 介绍DAIMYO：一种动态设计架构及其在无人 aerial system 开发中的应用

JOURNAL OF AIRCRAFT

IF2.1

2025-09-01

OAAI

Wauters, Jolan; Lefebvre, Tom; Degroote, Joris; Couckuyt, Ivo; Crevecoeur, Guillaume

Optimal Path Planning of Airborne Wind Energy Systems with a Flexible Tether 柔性系绳空中风能系统的最优路径规划

JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

IF2.8

2025-09-01

PREAI

Heydarnia, Omid; Wauters, Jolan; Lefebvre, Tom; Crevecoeur, Guillaume

Real-Time Trajectory Adaptation for Tossing Robots Using Soft Switching Multiple Model Predictive Control 基于软切换多模型预测控制的投掷机器人实时轨迹自适应

Journal of Intelligent & Robotic Systems

IF2.8

2025-08-11

OAAI

Babak Mehdizadeh Gavgani; Thijs Van Hauwermeiren; Arash Farnam; Majid Ghorbani; Jeroen D. M. De Kooning; Guillaume Crevecoeur

Physics-Informed ensembles of dual extended kalman filters for online state and parameter estimation of mechatronic systems 基于物理信息的双扩展卡尔曼滤波器集合，用于机电系统的在线状态和参数估计

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-04-01

PREAI

Cedric, Van Heck; Matthias, Vandeputte; Annelies, Coene; Guillaume, Crevecoeur

Automated human-in-the-loop commissioning of industrial processes: a glue dispensing case study 工业过程自动化人机协同调试：一个胶水分配案例研究

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

IF3.1

2025-02-06

OAAI

Taets, Jeroen; Jordens, Jeroen; Lefebvre, Tom; Ostyn, Frederik; Crevecoeur, Guillaume

Reinforcement learning for an enhanced energy flexibility controller incorporating predictive safety filter and adaptive policy updates 强化学习，用于结合预测安全过滤器和自适应策略更新的增强型能源灵活性控制器

APPLIED ENERGY

IF11

2024-08-01

OAAI

Paesschesoone, Siebe; Kayedpour, Nezmin; Manna, Carlo; Crevecoeur, Guillaume

Improving Energy Flexibility in Photovoltaic-Battery Systems through Switching Reinforcement Learning Control 通过切换强化学习控制提高光伏电池系统的能源灵活性

2024 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY, SUSTECH

IF0

2024-04-14

PREAI

Paesschesoone, Siebe; Kayedpour, Nezmin; Manna, Carlo; Crevecoeur, Guillaume

Data-Driven Virtual Sensing for Probabilistic Condition Monitoring of Solenoid Valves

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-04-01

OAAI

Vantilborgh, Victor; Lefebvre, Tom; Eryilmaz, Kerem; Crevecoeur, Guillaume

Soft switching multiple model predictive control with overlapping cross-over time strategy in an industrial high speed pick and place application

CONTROL ENGINEERING PRACTICE

IF4.6

2024-03-01

PREAI

Gavgani, Babak Mehdizadeh; Farnam, Arash; Vanbecelaere, Foeke; De Kooning, Jeroen D. M.; Stockman, Kurt; Crevecoeur, Guillaume

KeyCLD: Learning constrained Lagrangian dynamics in keypoint coordinates from images

NEUROCOMPUTING

IF6.5

2024-03-01

OAAI

Daems, Rembert; Taets, Jeroen; Wyffels, Francis; Crevecoeur, Guillaume

Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

OAAI

Kayedpour, Nezmin; Qing, Jixiang; Wauters, Jolan; De Kooning, Jeroen D. M.; Couckuyt, Ivo; Crevecoeur, Guillaume

Soft Barometric Tactile Sensor Utilizing Iterative Pressure Reconstruction

IEEE ACCESS

IF3.6

2024-01-01

OAAI

de Clercq, Thomas; Sianov, Anatolii; Ostyn, Frederik; Crevecoeur, Guillaume

研究方向