2024
DOI: 10.1038/s41598-024-53868-6
|View full text |Cite
|
Sign up to set email alerts
|

Vibration prediction and analysis of the main beam of the TBM based on a multiple linear regression model

Yalei Yang,
Lijie Du,
Qingwei Li
et al.

Abstract: The vibration of tunnel boring machine (TBM) is very difficult to monitor on sites, and related research on prediction methods is rare. Based on the field tunnelling test of a TBM in the Xinjiang Ehe project, the vibration information of the main beam of the TBM under different surrounding rock conditions is collected. The relationships among the tunnelling parameters, surrounding rock parameters and vibration parameters were studied. The results show that the penetration, cutter head speed, torque and thrust … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1

Citation Types

0
1
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
3

Relationship

0
3

Authors

Journals

citations
Cited by 3 publications
(1 citation statement)
references
References 12 publications
0
1
0
Order By: Relevance
“…In recent years, signal processing technology and feature extraction In addition, with the development of computer technology and intelligent technology, some scholars have proposed a new method to obtain shield vibration information. Yang et al [83] established a multiple regression prediction model of vibration signals based on the vibration information of the main beam of the tunnel boring machine under different surrounding rock conditions. This method can be used to predict the vibration in real time through the characteristic parameters without using traditional vibration monitoring equipment.…”
Section: Applications Of Shield Vibration Signalmentioning
confidence: 99%
“…In recent years, signal processing technology and feature extraction In addition, with the development of computer technology and intelligent technology, some scholars have proposed a new method to obtain shield vibration information. Yang et al [83] established a multiple regression prediction model of vibration signals based on the vibration information of the main beam of the tunnel boring machine under different surrounding rock conditions. This method can be used to predict the vibration in real time through the characteristic parameters without using traditional vibration monitoring equipment.…”
Section: Applications Of Shield Vibration Signalmentioning
confidence: 99%