Bridge Monitoring Data Reconstruction Based On N-BEATS-Transformer Model

• Published in: 2024 36th Chinese Control and Decision Conference (CCDC) pp. 4588 - 4593
• Main Authors: Wu, Zihao, Li, Funian, Yan, Yongyi, Zhao, Danyang, Guo, JieZhen
• Format: Conference Proceeding
• Language: English
• Published: IEEE 25.05.2024
• Subjects: Accuracy; Adaptation models; Analytical models; Bridge Engineering; Bridges; N-BEATS; N-BEATS-Transformer model; Predictive models; Training; Transformer Network; Uncertainty

In bridge monitoring practice, the loss of sensor data due to uncertainty occurs from time to time, in order to ensure that the data can be used for subsequent bridge analysis, this paper combines the N-BEATS algorithm with the transformer network on the basis of the transformer network, constructs...