Paul Van den Hof

Dynamic Networks: Data-Driven Modeling and Control

We develop methods and tools for the modeling of dynamic networks on the basis of operational data, to be used as a basis for model-based operations as surveillance, detection, monitoring and control.

Research Profile

Demands on engineering systems require the ability to monitor and optimize the behavior of dynamic systems that are interconnected as networks of systems. We develop methods and tools for the modeling of dynamic networks on the basis of operational data, to be used as a basis for model-based operations as surveillance, detection, monitoring and control. For this purpose we build on contributions from the fields of system identification, machine learning, data science and dynamic systems & control. Potential domains of applications include distributed (smart) power systems, industrial production processes, transportation networks and high-tech mechatronic systems.

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Most important project

ERC Advanced Research Project - Data-Driven Modeling in Dynamic Networks https://www.sysdynet.eu/

Contact

  • Visiting address

    Flux
    Groene Loper 19
    5612 AP Eindhoven
    Netherlands
  • Postal address

    Department of Electical Engineering
    P.O. Box 513
    5600 MB Eindhoven
    Netherlands