Neural-based Predictive Control Applied to FACTS Devices

Author(s):  
Ruben O. Tapia ◽  
Pavel H. Zuniga ◽  
Juan M. Ramirez
2020 ◽  
Vol 213 ◽  
pp. 03008
Author(s):  
Jian Xu ◽  
Shaokun Jia ◽  
Jie Bai ◽  
Kunpeng Zhao ◽  
Minglei Wu ◽  
...  

With increasing degree of power electronics in power system, the interaction between controllers of different FACTS devices poses a greater threat to security and stability of the system. In this paper, a linearized state space model with SVC and STATCOM was established, and the negative interaction mechanism of FACTS device in transient process was analyzed and summarized considering control characteristics, operation mode and setting principle of PI controllers. A model predictive control (MPC) is proposed to replace traditional PI link to establish a coordination controller to overcome the difficulties of PI control parameter setting and global optimization.


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