Random Learning Leads to Faster Convergence in 'Model‐Free'ILC: With Application to MIMO Feedforward in Industrial Printing

L Aarnoudse, T Oomen - … Journal of Adaptive Control and Signal …, 2024 - Wiley Online Library
Model‐free iterative learning control (ILC) can lead to high performance by attenuating
repeating disturbances completely, using dedicated experiments on the real system to …

[PDF][PDF] Learning in Machines: From Data to Models, Control Performance, and Monitoring

TAE Oomen, LIM Aarnoudse, LLG Blanken… - First JSPS-NWO …, 2023 - research.tue.nl
Future high-tech systems are subject to increasing performance demands [1], including
accuracy, throughput, and versatility. Important examples of such systems in the …