Structural monitoring data repair based on a long short-term memory neural network

Structural monitoring data repair based on a long short-term memory neural network

Abstract As construction technology and project management develop, structural monitoring systems become increasingly important for ensuring large-span spatial structure safety during construction and operation. However, most of the sensors and monitoring equipment in monitoring systems are poorly s...

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Bibliographic Details
Main Authors:	Ba Panfeng, Zhu Songlin, Chai Hongyu, Liu Caiwei, Wu Pengtao, Qi Lichang
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-04-01
Series:	Scientific Reports
Subjects:	Structural health monitoring Data restoration Long short-term memory neural network Large-span structure Support vector machines
Online Access:	https://doi.org/10.1038/s41598-024-60196-2
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