DocumentCode
713180
Title
Data-driven optimal model-free control of twin rotor aerodynamic systems
Author
Roman, Raul-Cristian ; Radac, Mircea-Bogdan ; Precup, Radu-Emil ; Petriu, Emil M.
Author_Institution
Dept. of Autom. & Appl. Inf., Politeh. Univ. of Timisoara, Timisoara, Romania
fYear
2015
fDate
17-19 March 2015
Firstpage
161
Lastpage
166
Abstract
This paper proposes data-driven Model-Free Control (MFC) algorithms for Multi Input-Multi Output (MIMO) twin rotor aerodynamic systems. A discrete-time formulation of the algorithms is given in the framework of a MIMO control system structure with azimuth and pitch position control loops. An optimal design approach of the MIMO MFC algorithms is proposed using a Linear Quadratic Regulator formulation. The sensitivity of the new MFC structure with respect to parametric variations of the aerodynamic system is checked against two additional structures that are also optimally designed. The case study also reveals how the sampling time influences the control system performance.
Keywords
MIMO systems; aerodynamics; control system synthesis; discrete time systems; linear quadratic control; position control; rotors (mechanical); sensitivity analysis; MIMO MFC algorithms; MIMO control system structure; MIMO twin-rotor aerodynamic systems; aerodynamic system; azimuth position control loop; control system performance; data-driven optimal model-free control algorithm; discrete-time formulation; linear quadratic regulator formulation; multiinput-multioutput twin-rotor aerodynamic systems; optimal design approach; parametric variations; pitch position control loop; sampling time; sensitivity analysis; twin-rotor aerodynamic systems; Aerodynamics; Algorithm design and analysis; MIMO; Optimization; Process control; Sensitivity; Trajectory; Aerodynamic systems; Model-Free Control; optimal control; sensitivity analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location
Seville
Type
conf
DOI
10.1109/ICIT.2015.7125093
Filename
7125093
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