Comprehensive prediction process of shape errors.

<div><p>Accurate shape control during steel truss incremental launching remains a persistent challenge in bridge engineering, primarily due to dynamic geometric variations induced by continuous spatial translation. Conventional measurement-based approaches often lead to inaccurate error...

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Bibliographic Details
Main Author:	Zhe Hu (787283) (author)
Other Authors:	Hao Chen (5190) (author), Chunguang Dong (15202528) (author), Qinhe Li (21696258) (author), Ronghui Wang (695403) (author)
Published:	2025
Subjects:	Biochemistry Physiology Pharmacology Plant Biology Biological Sciences not elsewhere classified Information Systems not elsewhere classified step length increases sliding window method sliding window approach field experiments demonstrate continuous spatial translation continuous geometric variations proposed prediction method prediction accuracy diminishes manual error handling inaccurate error determination novel long short longer time steps based prediction method measured values ). numerous error splines following model updates time prediction measured values shape error recursive prediction error matrix maintaining short established based predicted values measured data trained using test set term memory study presents structural movement steel truss similar projects shape errors readable format primarily due persistent challenge lstm model launching processes conventional measurement bridge engineering adaptive control
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Comprehensive prediction process of shape errors.

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