Prediction of bundle-conductor ampacity based on transformer-LSTM

Prediction of bundle-conductor ampacity based on transformer-LSTM

The traditional method cannot meet the demand of new power system for dynamic regulation of transmission lines. In order to solve this defect, based on finite element simulation and neural network, an overhead bundle-conductor dynamic bundle-conductor ampacity prediction method is proposed in this p...

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Bibliographic Details
Main Authors: Song Bao, Hua Bao, Miao Jin, Yong Ruan, Yunfei Shi, Chao Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Physics
Subjects:
overhead line ampacity
dynamic regulation
bundle-conductor
longshort-term memory
transformer
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1603239/full
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