Construction of a Digital Twin Model for Loss Metering in UHVDC Transmission Systems Based on Deep Learning

Construction of a Digital Twin Model for Loss Metering in UHVDC Transmission Systems Based on Deep Learning

Ultra-high voltage direct current (UHVDC) transmission systems have multiple inputs and multiple outputs, nonlinearity and strong coupling, making it challenging to accurately measure component and system losses using traditional methods based on system mechanisms and simplified modeling of paramete...

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Bibliographic Details
Main Authors: Changxi Yue, Jicheng Yu, Cheng Zhang, Qixin Yao, Feng Zhou, Xiaodong Yin, Xin Zheng
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
UHVDC
loss measurement
digital twin
deep learning
Res-LSTM
Online Access:https://ieeexplore.ieee.org/document/10174746/

Internet

https://ieeexplore.ieee.org/document/10174746/

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