Crested Porcupine Optimizer-Optimized CNN-BiLSTM-Attention Model for Predicting Main Girder Temperature in Bridges

Stage-built long-span bridges deform with temperature, affecting alignment to design needs. In this paper, a model for predicting temperature time series is proposed, which can predict temperatures in engineering practice and utilize the predicted results to adjust the elevation of stage constructio...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yan Gao, Jianxun Wang, Wenhao Yu, Lu Yi, Fengqi Guo
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	deep learning time series prediction bridge temperature forecasting crested porcupine optimizer
Online Access:	https://www.mdpi.com/2076-3417/14/16/7356