Research Explorer

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Researcher

Victor Vantilborgh

Publications & Research Data

Awards & Distinctions

7 Results

2025

On temporal decomposition for parallel solution of equality constrained optimal control problems

Tom LefebvreVictor Vantilborgh

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

Probabilistic state–space modeling for robust condition monitoring of industrial equipment

Victor VantilborghTom LefebvreGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF MANUFACTURING SYSTEMS

Virtual sensing of wind turbine loads with multi‐hidden markov models for above‐rated wind speeds

Ahmed HassanVictor VantilborghNezmin KayedpourTom LefebvreAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in WIND ENERGY

2024

Data-driven virtual sensing for probabilistic condition monitoring of solenoid valves

Victor VantilborghTom LefebvreKerem EryilmazGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Dual regularized policy updating and shiftpoint detection for automated deployment of reinforcement learning controllers on industrial mechatronic systems

Victor VantilborghTom StaessensWannes De GrooteGuillaume Crevecoeur

A1 Journal Article in CONTROL ENGINEERING PRACTICE

2023

Data-driven identification of stochastic system dynamics under partial observability using physics-based model priors with application to acrobot

Victor VantilborghTom LefebvreGuillaume Crevecoeur

2022

Efficient ODE substructure identification of the acrobot under partial observability using neural networks and direct multiple shooting

Victor VantilborghTom LefebvreGuillaume Crevecoeur