Intelligent analysis algorithm for power engineering data based on improved BiLSTM

Abstract Traditional BiLSTM (Bidirectional Long Short-Term Memory) has limited processing capabilities for long-time series, insufficient adaptability to the characteristics of power engineering data, and inadequate accuracy in predicting problems in specific application scenarios. This paper introd...

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Bibliographic Details
Main Authors: Yuanyuan Xu, Jiapeng Yang, Xin Cai
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-99409-7
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