Real-Time Short-Term Voltage Stability Assessment Using Combined Temporal Convolutional Neural Network and Long Short-Term Memory Neural Network

Real-Time Short-Term Voltage Stability Assessment Using Combined Temporal Convolutional Neural Network and Long Short-Term Memory Neural Network

This research presents a new method based on a combined temporal convolutional neural network and long-short term memory neural network for the real-time assessment of short-term voltage stability to keep the electric grid in a secure state. The assessment includes both the voltage instability (stab...

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Bibliographic Details
Main Authors: Ananta Adhikari, Sumate Naetiladdanon, Anawach Sangswang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
fault-induced delayed voltage recovery
long short-term memory
observation time window
short-term voltage stability
temporal convolutional neural network
transfer learning
Online Access:https://www.mdpi.com/2076-3417/12/13/6333

Internet

https://www.mdpi.com/2076-3417/12/13/6333

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