Roy A.C. van Zuijlen

Roy A.C. van Zuijlen is a Researcher at the Department of Mechanical Engineering, Eindhoven University of Technology, affiliated with the Heemels Group. His work focuses on control systems, machine learning, and energy management in mechanical applications.

Research Interests:

• Control systems with nonlinear dynamics and noise modeling (using Fourier basis functions)
• Temporal difference learning and reinforcement learning in energy management
• Gaussian processes for dynamic system estimation
• Application to automotive technologies (RCCI engines, e-turbo systems)

Publications highlight his contributions to:

• Temporal difference learning algorithms
• Bayesian estimation in linear systems
• Gaussian process modeling with Fourier series
• Energy optimization strategies for hybrid engines

Labs & Teams: Collaborates with the Heemels Group at TU/e, focusing on control theory and machine learning applications.