Title :
An adaptive wide-area damping controller based on generalized predictive control and model identification
Author :
Yao, W. ; Jiang, L. ; Wen, J.Y. ; Cheng, S.J. ; Wu, Q.H.
Author_Institution :
Electr. Power Security & High Efficiency Lab., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
The wide-area damping controller (WADC), using remote signals obtained from a wide-area measurement system (WAMS) as the input, has been employed to enhance the stability of the large-scale inter-connected power system. The time delay caused by transmission of remote signals is one of the key factors influencing the whole system stability and damping performance. This paper presents an adaptive WADC based on generalized predictive control and model identification. The proposed WADC is implemented by adding its output signal to the excitation system of a selected generator. A recursive least-squares algorithm (RLSA) with a varying forgetting factor is used to identify the model of power system. Based on this model, the generalized predictive control considering control output constraints is employed. Simulations studies undertaken on a two-area four-machine power system show that the proposed adaptive WADC not only can damp the inter-area mode oscillations effectively under varying operation conditions and different disturbances, but also has better robustness against to the time delay existing in the remote signals. The comparison studies with the conventional WADC are also provided.
Keywords :
fault diagnosis; least squares approximations; power system control; power system measurement; power system stability; predictive control; recursive estimation; adaptive wide-area damping controller; generalized predictive control; large-scale interconnected power system stability; model identification; recursive least- squares algorithm; time delay; two-area four-machine power system; wide-area measurement system; Adaptive control; Control systems; Damping; Delay effects; Power system modeling; Power system simulation; Power system stability; Predictive control; Predictive models; Programmable control; Generalized predictive control; model identification; time delay; wide-area damping controller;
Conference_Titel :
Power & Energy Society General Meeting, 2009. PES '09. IEEE
Conference_Location :
Calgary, AB
Print_ISBN :
978-1-4244-4241-6
DOI :
10.1109/PES.2009.5275269