Title :
Nonlinear parameter optimization of FACTS controller via real-time digital simulator
Author :
Baek, Seung-mook ; Park, Jung-Wook
Author_Institution :
Korea Electr. Power Res. Inst., Daejeon, South Korea
Abstract :
This paper describes a method for implementing a gradient-based nonlinear optimization technique for optimal tuning of nonlinear power system controllers such as a flexible ac transmission system (FACTS) via a combination of hardware and software in the real-time digital simulator (RTDS). The RTDS offers fundamental advantages over other commercial software tools because it is a fully digital power system simulator that operates in real-time. Therefore, nonlinear optimal parameters can be effectively determined under similar environments to actual physical systems by this real-time implementation. In this paper, Broyden-Fletcher-Goldfarb-Shanno (BFGS) optimization algorithm, which has a quadratic convergence property, is implemented in order to design the nonlinear controllers in power systems. Its effectiveness is demonstrated with two design examples intended to improve low-frequency oscillation damping in power systems. After illustrating an example to optimize nonlinear parameters of the power system stabilizer (PSS), the paper introduces optimal design of an external controller (EC) for the series capacitive reactance compensator (SCRC), which is one of the FACTS devices, in real-time simulation.
Keywords :
flexible AC transmission systems; gradient methods; optimisation; oscillations; power system simulation; power system stability; power transmission control; Broyden-Fletcher-Goldfarb-Shanno optimization; FACTS controller; FACTS devices; RTDS; digital power system simulator; external controller; flexible ac transmission system; gradient-based nonlinear optimization technique; low-frequency oscillation damping; nonlinear parameter optimization; nonlinear power system; optimal tuning; power system stabilizer; real-time digital simulator; series capacitive reactance compensator; Approximation algorithms; Approximation methods; Control engineering; Decision support systems; Optimization; Damping controller; external controller; nonlinear optimization; power system stabilizer; real-time digital simulator; sensitivity analysis; series capacitive reactance compensator;
Conference_Titel :
Industry Applications Society Annual Meeting (IAS), 2012 IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4673-0330-9
Electronic_ISBN :
0197-2618
DOI :
10.1109/IAS.2012.6374089