Title :
Direct data-driven control of internal combustion engine test benches using closed-loop experiments
Author :
Passenbrunner, T.E. ; Formentin, Simone ; Savaresi, Sergio M. ; del Re, Luigi
Author_Institution :
Inst. for Design & Control of Mechatronical Syst., Johannes Kepler Univ. Linz, Linz, Austria
Abstract :
This paper proposes a direct data-driven design approach for multivariable control of rotational speed and torque dynamics in a dynamic internal combustion engine test bench. The controller parameters are directly identified from data using a suitably extended version of the algorithm introduced in [1], allowing closed-loop experiments to be employed. The proposed controller is designed and validated using an accurate simulator of the internal combustion engine test bench on which a comparison with other model-based control strategies is also shown.
Keywords :
closed loop systems; control system synthesis; internal combustion engines; multivariable control systems; closed-loop experiments; direct data-driven control; direct data-driven design approach; internal combustion engine test benches; model-based control strategies; multivariable control; rotational speed; torque dynamics; Data models; Internal combustion engines; Shafts; Torque; Tuning; Vehicles;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6425955