GREYDIENT
Published July 10, 2023 | Version Version 1
Conference paper Open

Near-real-time online process control using grey-box models

Authors/Creators

  • 1. KU Leuven
  • 2. TU Dortmund

Description

Conference paper for 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), 2023, Dublin, Ireland.

 

A scheme is presented with the goal to enable near-real time reliable and robust process
control for fast and complex processes. For that, a grey-box modelling approach is employed, making
use of adaptive Kriging surrogate modelling. A learning function that is able to refine the Kriging model
locally is proposed and its stopping criterion is discussed.

Files

Near_real_time_online_process_control_using_grey_box_models_ICASP14.pdf

Files (13.4 MB)

Additional details

Funding

European Commission
GREYDIENT - European Training Network on Grey-Box Models for Safe and Reliable Intelligent Mobility Systems 955393