DocumentCode :
2531535
Title :
Computational approach to optimal damping controller design for a GCSC
Author :
Ray, Swakshar ; Venayagamoorthy, Ganesh K. ; Watanabe, Edson H.
Author_Institution :
Missouri Univ., Rolla, MO
fYear :
2008
fDate :
20-24 July 2008
Firstpage :
1
Lastpage :
1
Abstract :
Summary form only given. This paper presents a computational approach for an offline measurement based design of an optimal damping controller using adaptive critics for a new type of FACTS device - the gate controlled series capacitor (GCSC). Remote measurements are provided to the controller to damp out system modes. The optimal controller is developed based on the heuristic dynamic programming (HDP) approach. Three multi-layer perceptron (MLP) neural networks are used in the design - the identifier/model network to identify the dynamics of the power system; the critic network to evaluate the performance of the damping controller; and the controller network to provide optimal damping. This measurement based technique provides an alternative to the classical linear model based optimal control design. The eigenvalue analysis of the closed loop system is performed with time domain responses using the Prony method. Analysis of the simulation results show potential of the HDP based optimal damping controller on a GCSC for enhancing the stability of the power system.
Keywords :
closed loop systems; control system synthesis; dynamic programming; eigenvalues and eigenfunctions; flexible AC transmission systems; multilayer perceptrons; neurocontrollers; optimal control; power system stability; power transmission control; FACTS device; closed loop system; controller network; eigenvalue analysis; gate controlled series capacitor; heuristic dynamic programming; multilayer perceptron neural networks; optimal control design; optimal controller; optimal damping controller design; power system stability; Adaptive control; Capacitors; Damping; Optimal control; Power system analysis computing; Power system dynamics; Power system modeling; Power system simulation; Power system stability; Programmable control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE
Conference_Location :
Pittsburgh, PA
ISSN :
1932-5517
Print_ISBN :
978-1-4244-1905-0
Electronic_ISBN :
1932-5517
Type :
conf
DOI :
10.1109/PES.2008.4596094
Filename :
4596094
Link To Document :
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