Enhancement of accuracy in deformation and load estimation of gentelligent, sensor-integrating components for technical inheritance

The integration of sensors into load-carrying structural, so-called gentelligent, components allows to get insights into load histories during the product use phase. This data enables optimisations of the structure for adaptions on the operational loads. An easy way to reconstruct deformations and loads from measurements at discrete sensor positions on beam-like structures, like an aircraft wing box, is Ko’s displacement theory, which suffers from inaccuracies due to needed assumptions when complicated free-form geometries are considered. Therefore, this paper presents an algorithmic solution to enhance the accuracy of this reconstruction by calculating geometric parameters from CAD models for this purpose.

Authors

Institutions

Publication Details

Journal
Procedia CIRP
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procir.2025.08.021
Citations
1
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.95
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancement of accuracy in deformation and load estimation of gentelligent, sensor-integrating components for technical inheritance

Johanna Wurst, Roland Lachmayer, Sören Meyer zu Westerhausen, Vaclav Kasal
1 citations
Procedia CIRP
Structural Health Monitoring Techniques
0.95
article

Enhancement of accuracy in deformation and load estimation of gentelligent, sensor-integrating components for technical inheritance

Johanna Wurst, Roland Lachmayer, Sören Meyer zu Westerhausen, Vaclav Kasal
article en
1 citations

Abstract

The integration of sensors into load-carrying structural, so-called gentelligent, components allows to get insights into load histories during the product use phase. This data enables optimisations of the structure for adaptions on the operational loads. An easy way to reconstruct deformations and loads from measurements at discrete sensor positions on beam-like structures, like an aircraft wing box, is Ko’s displacement theory, which suffers from inaccuracies due to needed assumptions when complicated free-form geometries are considered. Therefore, this paper presents an algorithmic solution to enhance the accuracy of this reconstruction by calculating geometric parameters from CAD models for this purpose.

Procedia CIRPVol. 136
Leibniz University Hannover (DE)
Openalex Percentile: Top 22%
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.

Enhancement of accuracy in deformation and load estimation of gentelligent, sensor-integrating components for technical inheritance — Johanna Wurst, Roland Lachmayer, et al. · Procedia CIRP (2025) | TGRS Research Map | TGRS