scholarly journals Explicit adaptive power system stabilizer design based an on-line identifier for single-machine infinite bus

2021 ◽  
Author(s):  
Asmaa Fawzy Rashwan ◽  
Mahrous Ahmed ◽  
Mohamed R. Mossa ◽  
Ayman M. Baha-El-Din ◽  
Salem Alkhalaf ◽  
...  
Keyword(s):  
Power System ◽  
Single Machine ◽  
Power System Stabilizer ◽  
On Line ◽  
Adaptive Power ◽  
Single Machine Infinite Bus ◽  
System Stabilizer

scholarly journals AN ADAPTIVE POWER SYSTEM STABILIZER BASED ON FOCUSED TIME DELAY NEURAL NETWORK

2018 ◽  
Vol 7 (1) ◽  
pp. 67
Author(s):  
Widi Aribowo
Keyword(s):  
Neural Network ◽  
Time Delay ◽  
Power System ◽  
System Stability ◽  
Power System Stabilizer ◽  
Prediction And Control ◽  
Adaptive Power ◽  
Single Machine Infinite Bus ◽  
System Stabilizer ◽  
Individual Strategies

In this paper, Power System Stabilizer is designed in Single Machine Infinite Bus (SMIB) and speed control is implemented with a dynamic topology based on Focused Time Delay Neural Network (FTDNN).  In case of prediction and control, two individual strategies are concerned for the current projects. The first is identification the dynamics of system. The other is an optimization unit expected for minimization disturbances. The performance of the system with FTDNN-PSS controller is compared with a Conventional PSS (C-PSS), RNN-PSS and DTDNN PSS. The results show the effectiveness of FTDNN-PSS design, and superior robust performance for enhancement power system stability compared to Conventional PSS with different cases.

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