Damage Assessment of Transmission Tower Members Based on Image Recognition and Finite Element Analysis

A damage assessment method for transmission tower members based on image recognition and finite element analysis was proposed. For damaged members, based on the images obtained from on-site inspection, combined with edge detection and curve fitting to locate the member contour, the bending and state of members could be quantitatively assessed. This method showed good robustness in complex conditions such as members crossing and existence of gusset plates. For undamaged members, a member importance analysis method was proposed by setting the damage conditions in the finite element model, which could accurately locate the position of associated element. Transmission tower collapse calculation and failure path analysis showed that initial damage to the tower member would change the failure path of transmission tower collapse. The associated elements of damaged elements had the risk of early failure, which further verified the accuracy of the member importance analysis method.

Authors

Publication Details

Journal
Industrial Construction
Published
2024-11-01
DOI
https://doi.org/10.3724/j.gyjzg24060406
Citations
1
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.26
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Damage Assessment of Transmission Tower Members Based on Image Recognition and Finite Element Analysis

Y. Q. Wang, Rong Bian, Wenjuan Lou, Keji Chen et al.
1 citations
Industrial Construction
Structural Health Monitoring Techniques
0.26
article

Damage Assessment of Transmission Tower Members Based on Image Recognition and Finite Element Analysis

Y. Q. Wang, Rong Bian, Wenjuan Lou, Keji Chen, Xianzhe Li, Mingfeng Huang
article en
1 citations

Abstract

A damage assessment method for transmission tower members based on image recognition and finite element analysis was proposed. For damaged members, based on the images obtained from on-site inspection, combined with edge detection and curve fitting to locate the member contour, the bending and state of members could be quantitatively assessed. This method showed good robustness in complex conditions such as members crossing and existence of gusset plates. For undamaged members, a member importance analysis method was proposed by setting the damage conditions in the finite element model, which could accurately locate the position of associated element. Transmission tower collapse calculation and failure path analysis showed that initial damage to the tower member would change the failure path of transmission tower collapse. The associated elements of damaged elements had the risk of early failure, which further verified the accuracy of the member importance analysis method.

Industrial ConstructionVol. 54(11)
Sustainable cities and communities, Climate action
Openalex Percentile: Top 42%
Structural Health Monitoring Techniques
0.26
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.