Research on abnormal power consumption detection method of power big data based on LightGBM model and LSTM model

Research on abnormal power consumption detection method of power big data based on LightGBM model and LSTM model

With the proposal of the dual-carbon economy, smart grids are developing in the direction of energy conservation and emission reduction, and the abnormal power consumption of users has caused serious loss of power resources. Aiming at the problems of low accuracy and slow operation efficiency of tra...

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Bibliographic Details
Main Authors: YANG Zhidong, DING Jianwu, CHEN Guangjiu, KANG Xiaojing, SHENG Meng
Format: Article
Language:zho
Published: Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd. 2025-01-01
Series:Diance yu yibiao
Subjects:
power transformer
abnormal power consumption
lightgbm model
lstm model
dual-carbon economy
Online Access:http://www.emijournal.net/dcyyben/ch/reader/create_pdf.aspx?file_no=20220512001&flag=1&journal_id=dcyyben&year_id=2025
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