A load prediction method using memory neural network and curve shape correction

A load prediction method using memory neural network and curve shape correction

Aiming at the problems that multiplex influencing factors and strong uncertainty in distribution network load caused by the capacity accumulation of distributed generation and new loads, a load prediction method using memory neural network and curve shape correction is proposed. In load peak predict...

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Bibliographic Details
Main Authors: ZHANG Jiaan, LI Fengxian, WANG Tiecheng, HAO Yan
Format: Article
Language:zho
Published: Editorial Department of Electric Power Engineering Technology 2024-01-01
Series:电力工程技术
Subjects:
ultra-short term load prediction
attention mechanism
bidirectional long-short term memory (bilstm) neural network
load peak
load per-unit curve
curve shape correction
Online Access:https://www.epet-info.com/dlgcjsen/article/abstract/221124645

Internet

https://www.epet-info.com/dlgcjsen/article/abstract/221124645

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