Siep Weiland

When Persistency is not Exciting in Data-Driven Predictive Control

This analysis demonstrates that leakage effects are the main driver for data to represent the dynamics of the system and that data-enabled predictive controllers built on datasets with insufficient bandwidth, despite fulfilling standard rank conditions, suffer from severe ill-conditioning and fail to achieve reference...