Direct controller order reduction by identification in closed loop
Automatica (Journal of IFAC)
Brief Inference of candidate loop performance and data filtering for switching supervisory control
Automatica (Journal of IFAC)
Brief Virtual reference feedback tuning: a direct method for the design of feedback controllers
Automatica (Journal of IFAC)
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Brief paper: Asymptotic statistical analysis for model-based control design strategies
Automatica (Journal of IFAC)
Brief paper: Virtual Reference Feedback Tuning for non-minimum phase plants
Automatica (Journal of IFAC)
From model-based control to data-driven control: Survey, classification and perspective
Information Sciences: an International Journal
Hi-index | 22.15 |
The papers [Campi, Lecchini & Savaresi (2002). Automatica, 38(8), 1337-1346; (2003). European Journal of Control, 9(1), 66-76] present a direct controller synthesis procedure that uses identification algorithms applied to filtered input-output plant data. This contribution discusses variations that, in some cases, may alleviate noise-induced correlation (in the open-loop case) and allow the applicability of the approach to unstable plants. Importantly, it also introduces an invalidation test step based on the available data (i.e., prior to experimental controller testing), to check if the flexibility of the controller parameterisation and the approximations involved are suitable for the design objectives or, on the contrary, the resulting closed loop may be unstable.