A structural health monitoring data reconstruction method based on VMD and SSA-optimized GRU model

Abstract In the field of Structural Health Monitoring (SHM), complete datasets are fundamental for modal identification analysis and risk prediction. However, data loss due to sensor failures, transmission interruptions, or hardware issues is a common problem. To address this challenge, this study d...

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التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Xiaoliang Jia, Guoyan Zhang, Zhiqiang Wang, Huacong Li, Jing Hu, Songlin Zhu, Caiwei Liu
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Nature Portfolio 2025-01-01
سلاسل:	Scientific Reports
الموضوعات:	Data Reconstruction Structural Health Monitoring Gate Recurrent Unit Variational Mode Decomposition Sparrow Search Algorithm
الوصول للمادة أونلاين:	https://doi.org/10.1038/s41598-025-86781-7
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!