Title :
Automated tuning of gain-scheduled control systems
Author :
Gahinet, Pascal ; Apkarian, Pierre
Author_Institution :
MathWorks, Natick, MA, USA
Abstract :
This paper describes an application of nonsmooth optimization to the tuning of fixed-structure gain-scheduled controllers. The gain schedule is tuned over the entire operating range subject to standard frequency-domain requirements at each design point. The result is a smooth, compact scheduling formula that can be either implemented directly or turned into a lookup table. The effectiveness of this approach is illustrated on a gain-scheduled three-loop autopilot for the pitch axis of an airframe.
Keywords :
control system synthesis; frequency-domain analysis; gain control; optimisation; scheduling; table lookup; automated gain-scheduled control system tuning; compact scheduling formula; fixed-structure gain-scheduled controllers; gain-scheduled three-loop autopilot; lookup table; nonsmooth optimization; standard frequency-domain requirements; Acceleration; Aerodynamics; Atmospheric modeling; Optimization; Robustness; Standards; Tuning;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760297