A rapid Multi-source information integration method based on improved federated learning for a “dual carbon” smart monitoring center in a Dual-carbon context

Abstract To achieve the rapid unsupervised learning of multi-source information, this paper studies a multi-source information integration method for the “dual carbon” smart monitoring center based on the improved federated learning. To solve the problem of rapid integration information from many so...

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Bibliographic Details
Main Authors: Jia Liu, Zhenhua Yan, Liang Wang, Wenni Kang, Jiangbo Sha
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Energy Informatics
Subjects:
Online Access:https://doi.org/10.1186/s42162-025-00537-1
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