Numerical Optimization of Strain Sensor Placement for Load Monitoring in 2D Structures

Operational load monitoring is essential for structural health assessment and possible fatigue failure prediction.In such processes strain sensors are usually used to capture localized deformations for precise load estimation.But, the monitoring accuracy depends on placement and orientation of the sensor.This study employed a numerical method to optimize strain sensor placement in 2D structures.The goal is to determine sensor location and orientation in order to capture maximal values of strain in the structure.Objective function was definied and genetic algorithm was implemented to find the global extremum of the function.The developed methodology and algorithms were tested with two structural examples of irregular geometry.In both cases the optimization algorithm converged to optimal sensor position.The results proved that the method can be used to improve measurement accuracy and cost efficiency for operational load monitoring processes.

Authors

Publication Details

Journal
Engineering Mechanics ...
Published
2025-05-14
DOI
https://doi.org/10.21495/em2025-133
Citations
1
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.95

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Numerical Optimization of Strain Sensor Placement for Load Monitoring in 2D Structures

Waldemar Mucha, Wacław Kuś, Iyasu Tafese Jiregna
1 citations
Engineering Mechanics ...
Structural Health Monitoring Techniques
0.95
article

Numerical Optimization of Strain Sensor Placement for Load Monitoring in 2D Structures

Waldemar Mucha, Wacław Kuś, Iyasu Tafese Jiregna
article en
1 citations

Abstract

Operational load monitoring is essential for structural health assessment and possible fatigue failure prediction.In such processes strain sensors are usually used to capture localized deformations for precise load estimation.But, the monitoring accuracy depends on placement and orientation of the sensor.This study employed a numerical method to optimize strain sensor placement in 2D structures.The goal is to determine sensor location and orientation in order to capture maximal values of strain in the structure.Objective function was definied and genetic algorithm was implemented to find the global extremum of the function.The developed methodology and algorithms were tested with two structural examples of irregular geometry.In both cases the optimization algorithm converged to optimal sensor position.The results proved that the method can be used to improve measurement accuracy and cost efficiency for operational load monitoring processes.

Engineering Mechanics ...
Silesian University of Technology
Openalex Percentile: Top 26%
Structural Health Monitoring Techniques
0.95
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.