A neural power system stabilizer of DFIGs for power system stability support

2018 ◽  
Vol 28 (6) ◽  
pp. e2547 ◽  
Author(s):  
Xiao-Ming Li ◽  
Jun-Feng Fu ◽  
Xiu-Yu Zhang ◽  
Hong Cao ◽  
Zhong-Wei Lin ◽  
...  
Keyword(s):  
Power System ◽  
Power System Stability ◽  
System Stability ◽  
Power System Stabilizer ◽  
System Stabilizer

scholarly journals TUNING FOR POWER SYSTEM STABILIZER USING DISTRIBUTED TIME-DELAY NEURAL NETWORK

SINERGI ◽  
2018 ◽  
Vol 22 (3) ◽  
pp. 205
Author(s):  
Widi Aribowo
Keyword(s):  
Neural Network ◽  
Time Delay ◽  
Power System ◽  
Delay Line ◽  
Power System Stability ◽  
System Stability ◽  
Power System Stabilizer ◽  
Robust Performance ◽  
Distributed Time Delay ◽  
System Stabilizer

In this paper, a Distributed Time-Delay Neural Network (DTDNN) algorithm is used to control the Power System Stabilizer (PSS) parameters to find the reliable conditions. The proposed DTDNN algorithm apply tapped delay line memory to set the PSS. In this study, DTDNN consists of a DTDNN-identifier and a DTDNN-controller. The performance of the system with DTDNN-PSS controller is compared with a Recurrent Neural Network PSS (RNN-PSS) and Conventional PSS (C-PSS). The results show the effectiveness of DTDNN-PSS design, and superior robust performance for enhancement power system stability compared to other with different cases.

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