Work

Analysis of Structure Deformations Via Linear Regression

Year: 2024

Type: article

Abstract: In this article, mathematical methods for analysis of displacement of deformation marks installed at an active subway tunnel were explored with the purpose of forecasting the change of the values of vertical and horizontal displacements of deformation marks. The values of vertical and horizontal displacements of deformation marks from the positions at the start of measurements are calculated. Using linear regression analysis, positive linear correlations between horizontal and vertical displacement values and elapsed time are found on a short time interval. The possibility of using artificial intelligence for solving this problem is discussed.

Source: Herald of Polotsk State University Series F Civil engineering Applied sciences

DOI: 10.52928/2070-1683-2024-38-3-61-67

Authors: V. KASHURA, I. RAK

Institution: Belarusian National Technical University

Language: English

Topic: Geodetic Measurements and Engineering Structures

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: diamond

OpenAlex ID: W4404487650

FWCI: 0.171

Cites: 1

Cited by: 1

Related to: 10