A hierarchical data-driven method for short-term voltage stability assessment of power systems

2020 ◽  
pp. 233-255
Keyword(s):  
Power Systems ◽  
Voltage Stability ◽  
Data Driven ◽  
Hierarchical Data ◽  
Stability Assessment ◽  
Short Term

scholarly journals A Review of Data-Driven Short-Term Voltage Stability Assessment of Power Systems: Concept, Principle, and Challenges

2021 ◽  
Vol 2021 ◽  
pp. 1-12
Author(s):  
Jiting Cao ◽  
Meng Zhang ◽  
Yang Li
Keyword(s):  
Power Systems ◽  
Voltage Stability ◽  
Power Transmission ◽  
Power Market ◽  
Power Grids ◽  
Data Driven ◽  
Stable Operation ◽  
Fast Recovery ◽  
Short Term ◽  
Air Conditioners

With the rapid growth of power market reform and power demand, the power transmission capacity of a power grid is approaching its limit and the secure and stable operation of power systems becomes increasingly important. In particular, in modern power grids, the proportion of dynamic loads with fast recovery characteristics such as air conditioners, refrigerators, and industrial motors is increasing. As well as there is an increasing proportion of different forms of renewable energy in power systems. Therefore, the short-term voltage stability (STVS) of power systems cannot be ignored. This article comprehensively sorts out the STVS problems of power systems from the perspective of data-driven methods and discusses existing challenges.

scholarly journals Deep Learning for Short-Term Voltage Stability Assessment of Power Systems

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 29711-29718
Author(s):  
Meng Zhang ◽  
Jiazheng Li ◽  
Yang Li ◽  
Runnan Xu
Keyword(s):  
Deep Learning ◽  
Power Systems ◽  
Voltage Stability ◽  
Stability Assessment ◽  
Short Term

Voltage Stability Assessment of Multi-Machine Power Systems Using Energy Function and Neural Networks Techniques

2006 ◽  
Vol 34 (12) ◽  
pp. 1313-1330 ◽  
Author(s):  
A. Y. Abdelaziz ◽  
M. M. Abu-Elnaga ◽  
M. A. Elsharkawy ◽  
K. M. Elbahrawy
Keyword(s):  
Neural Networks ◽  
Power Systems ◽  
Energy Function ◽  
Voltage Stability ◽  
Stability Assessment
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