TY - GEN
T1 - Nonlinear controller optimization of a power system based on reduced multivariate polynomial model
AU - Baek, Seung Mook
AU - Park, Jung Wook
PY - 2009
Y1 - 2009
N2 - This paper describes the design of a nonlinear controller in a power system by using the reduced multivariate polynomial (RMP) optimization algorithm with the one-shot training property. The RMP model is applied to estimate its Hessian matrix in addition to identifying the trajectory sensitivities obtained from hybrid system modeling for the power system. In this paper, the saturation limiter of the power system stabilizer (PSS), which is an important nonlinear controller to improve low-frequency oscillation damping performance, is tuned optimally by using Hessian matrix estimated by the RMP model. The performance of the optimal output limits determined by the proposed method is evaluated by applying the large disturbance such as a three-phase short circuit to a power system.
AB - This paper describes the design of a nonlinear controller in a power system by using the reduced multivariate polynomial (RMP) optimization algorithm with the one-shot training property. The RMP model is applied to estimate its Hessian matrix in addition to identifying the trajectory sensitivities obtained from hybrid system modeling for the power system. In this paper, the saturation limiter of the power system stabilizer (PSS), which is an important nonlinear controller to improve low-frequency oscillation damping performance, is tuned optimally by using Hessian matrix estimated by the RMP model. The performance of the optimal output limits determined by the proposed method is evaluated by applying the large disturbance such as a three-phase short circuit to a power system.
UR - http://www.scopus.com/inward/record.url?scp=68149150183&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=68149150183&partnerID=8YFLogxK
U2 - 10.1109/IJCNN.2009.5178604
DO - 10.1109/IJCNN.2009.5178604
M3 - Conference contribution
AN - SCOPUS:68149150183
SN - 9781424435531
T3 - Proceedings of the International Joint Conference on Neural Networks
SP - 221
EP - 228
BT - 2009 International Joint Conference on Neural Networks, IJCNN 2009
T2 - 2009 International Joint Conference on Neural Networks, IJCNN 2009
Y2 - 14 June 2009 through 19 June 2009
ER -