Feeder loss estimation of transformer in long-short memory network, based on FCM clustering

Liu, Chang; Xu, Lin; Xie, Qian; Zhang, Hua; Yang, Hua; Fang, Shu; Wang, Wei; Lv, Shixuan; Cheng, Yinzhang; Li, Guanliang

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Feeder loss estimation of transformer in long-short memory network, based on FCM clustering

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24 sept 2025

Applied Mathematics and Nonlinear Sciences

Volumen 10 (2025): Edición 1 (Enero 2025)

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Publicado en línea: 24 sept 2025

Recibido: 10 ene 2025

Aceptado: 05 may 2025

DOI: https://doi.org/10.2478/amns-2025-0995

Palabras clave
Fuzzy mean clustering, Long short-term memory network, Transformer, Feeder line loss, Machine learning, Line maintenance, Distribution network

© 2025 Songyu Wu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Liu, Chang

Electric Power Research Institute of State Grid Sichuan Electric Power CompanyChengdu, China

Xu, Lin

Electric Power Research Institute of State Grid Sichuan Electric Power CompanyChengdu, China

Xie, Qian

Electric Power Research Institute of State Grid Sichuan Electric Power CompanyChengdu, China

Zhang, Hua

Electric Power Research Institute of State Grid Sichuan Electric Power CompanyChengdu, China

Yang, Hua

Electric Power Research Institute of State Grid Sichuan Electric Power CompanyChengdu, China

Fang, Shu

State Grid Sichuan Electric Power CompanyChengdu, China

Wang, Wei

Electric Power Research Institute of State Grid Shanxi Electric Power CompanyTaiyuan, China

Lv, Shixuan

Electric Power Research Institute of State Grid Shanxi Electric Power CompanyTaiyuan, China

Cheng, Yinzhang

Electric Power Research Institute of State Grid Shanxi Electric Power CompanyTaiyuan, China

Li, Guanliang

Electric Power Research Institute of State Grid Shanxi Electric Power CompanyTaiyuan, China

Idioma:: Inglés

Calendario de la edición:: 1 veces al año
Temas de la revista:: Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros

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Feeder loss estimation of transformer in long-short memory network, based on FCM clustering

Chang Liu

Lin Xu

Qian Xie

Hua Zhang

Hua Yang

Shu Fang

Wei Wang

Shixuan Lv

Yinzhang Cheng

Guanliang Li

Publicado en línea: 24 sept 2025

Recibido: 10 ene 2025

Aceptado: 05 may 2025

DOI: https://doi.org/10.2478/amns-2025-0995

Palabras claveFuzzy mean clustering, Long short-term memory network, Transformer, Feeder line loss, Machine learning, Line maintenance, Distribution network

© 2025 Songyu Wu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Palabras clave
Fuzzy mean clustering, Long short-term memory network, Transformer, Feeder line loss, Machine learning, Line maintenance, Distribution network