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

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