Title :
Gramian approach for control costs estimation
Author :
Biryukov, Dmitry S. ; Ushakov, Anatoly V.
Author_Institution :
Dept. of Control Syst. & Inf., St.-Petersburg State Univ. of Inf. Technol., St. Petersburg, Russia
Abstract :
The gramian-based approach is proposed for estimation of control costs. The inputs of object are considered to be finite-dimensional. Authors proposed to consider the norm of control vector as a measure of system power consumption, which could be estimated by upper and lower bounds. These control cost bounds are calculated by means of singular values of control costs gramian and the norm of initial state vector while control costs gramian is calculated from Lyapunov equation. The algorithm and numerical example for harmonic exogenous impact are attached.
Keywords :
Lyapunov methods; cost optimal control; matrix algebra; power consumption; Lyapunov equation; control cost estimation; control vector; gramian approach; system power consumption measurement; Conferences; Eigenvalues and eigenfunctions; Equations; Estimation; Generators; Intelligent control; Mathematical model; control costs; dynamic system; finite-dimensional impact; gramian;
Conference_Titel :
Electrical, Control and Computer Engineering (INECCE), 2011 International Conference on
Conference_Location :
Pahang
Print_ISBN :
978-1-61284-229-5
DOI :
10.1109/INECCE.2011.5953856