A topology identification method based on one-dimensional convolutional neural network for distribution network

A topology identification method based on one-dimensional convolutional neural network for distribution network

Distribution network (DN) topology identification (TI) is the basis of distribution network state estimation. However, the connection of high-penetration renewable energy makes TI of DN more challenging. Thus, a TI method of active distribution network (ADN) based on one-dimensional convolutional ne...

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Bibliographic Details
Main Authors: Jielong Ni, Zao Tang, Jia Liu, Pingliang Zeng, Chimeddorj Baldorj
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Energy Reports
Subjects:
One-dimensional convolutional neural network
Active distribution network
Topology identification
DPMU
Node characteristics
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722023940

Internet

http://www.sciencedirect.com/science/article/pii/S2352484722023940

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