Periodformer: An Energy Consumption Prediction Model Based on Decomposition of Time Series

In recent years, deep learning technology has demonstrated remarkable potential across various prediction tasks. However, existing deep learning models still fall short in fully exploiting the periodicity, trends, and residual characteristics inherent in energy consumption data. To address these def...

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Bibliographic Details
Main Authors: CHEN Bowen, DENG Jian, ZHU Qianliu
Format: Article
Language:zho
Published: Editorial Office of Control and Information Technology 2025-06-01
Series:Kongzhi Yu Xinxi Jishu
Subjects:
Online Access:http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2025.03.007
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