Title :
An augmented automatic choosing control of formal linearization filter type by ABC algorithm and its application to electric power systems
Author :
Hachino, Tomohiro ; Miyajima, Hiromi ; Takata, Hitoshi ; Komatsu, Kazuo ; Osako, Soichiro ; Kawabata, Kimihisa
Author_Institution :
Dept. of Electr. & Electron. Eng., Kagoshima Univ., Kagoshima, Japan
Abstract :
This paper is concerned with a single nonlinear feedback control for nonlinear systems with noisy measurement. A given nonlinear system is linearized piecewise so as to be able to design the linear optimal controllers, whose states are estimated by a formal linearization filter. By the automatic choosing function, these controllers are smoothly united into a single nonlinear feedback controller, which is called an augmented automatic choosing control of a formal linearization filter type. Since the formula of the proposed control is of a structure-specified type, the design parameters included in the controller and filter are appropriately determined using artificial bee colony algorithm. Simulation results show that the new controller enables to improve the stability of electric power systems well.
Keywords :
feedback; linear programming; linearisation techniques; nonlinear control systems; nonlinear programming; power filters; power system stability; ABC algorithm; artificial bee colony algorithm; augmented automatic choosing control; electric power system design parameter; formal linearization filter; linear optimal controller; noisy measurement; nonlinear feedback control; nonlinear system stability; Educational institutions; Equations; Nonlinear systems; Power system stability; Radiation detectors; Vectors;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
DOI :
10.1109/SCIS-ISIS.2014.7044655