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...
المؤلفون الرئيسيون: | , , , , , , |
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التنسيق: | مقال |
اللغة: | English |
منشور في: |
Nature Portfolio
2025-01-01
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سلاسل: | Scientific Reports |
الموضوعات: | |
الوصول للمادة أونلاين: | https://doi.org/10.1038/s41598-025-86781-7 |