Intelligent wide-area damping controller for static var compensator considering communication delays

被引:3
|
作者
Jamsheed, Faisal [1 ,2 ]
Iqbal, Sheikh Javed [1 ]
机构
[1] Natl Inst Technol Srinagar, Dept Elect Engn, Hazratbal, Srinagar 190006, Jammu & Kashmir, India
[2] Natl Inst Technol Srinagar, Dept Elect Engn, Srinagar, Jammu & Kashmir, India
关键词
adaptive control; low-frequency oscillations; neural network; static var compensator; wide-area damping control; NEURAL-NETWORK CONTROLLER; POWER-SYSTEM; STABILITY ENHANCEMENT; VOLTAGE STABILITY; SVC; OSCILLATIONS; DESIGN; DEVICES;
D O I
10.1002/cta.3560
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper utilizes a static var compensator in coordination with an intelligent online controller, to enhance the oscillation damping of the power system at various operating conditions and communication delays. For system identification, a linear identifier is used that ensures a low computational burden and facilitates its real-time implementation. This identifier accurately estimates the system's local linear model using local measurements and continuously updates its parameters in real time to account for system's changing operational states. The learning rate of the identifier is also adaptively adjusted such that the stability of the learning algorithm and optimal speed of convergence are guaranteed. The location of the controller is selected based upon the controllability and bus voltage participation factors, and an effective feedback signal is obtained using the observability. An empirical expression has also been proposed to offset the effects of communication time delays caused due to use of wide-area signals. Time-domain simulations are performed on single- and multi-machine power systems to check the efficacy of the proposed intelligent controller. The performance of the controller is compared with the residue-based conventional controller and also with the recently proposed wide-area damping controller.
引用
收藏
页码:3376 / 3403
页数:28
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