Deformation and stress reconstructions of ship structures by inverse finite element method with single-sided strain measurements

This study proposes an enhanced framework for the real-time reconstruction of displacement and stress fields in ship structures using the inverse finite element method (iFEM). The framework consists of two sequential analysis phases. First, the hull displacement field is reconstructed using a single-sided iFEM from strain measurements that are interpolated to all elements of the hull finite element model. Subsequently, a forward finite element analysis on a comprehensive ship model, which includes the internal structure, with the displacement field reconstructed in the first phase applied as enforced boundary conditions, recovers the stress field, including the contributions of the internal structures. The proposed framework was validated through a numerical simulation of a full-scale Capesize bulk carrier under wave-induced hydrodynamic pressures. In addition, an experiment was conducted in a towing tank using a scaled hydro-structural ship model. The results demonstrate that the proposed framework accurately reconstructs hull girder deformations and stress distributions. These reconstructed displacement and stress fields enable real-time structural health assessments, providing a critical basis for evaluating yielding and fatigue risks. This approach offers a practical and computationally efficient solution for the continuous structural monitoring of large-scale marine vessels, while significantly reducing the constraints and costs associated with sensor installation.

Authors

Institutions

Publication Details

Journal
Marine Structures
Published
2026-08-03
DOI
https://doi.org/10.1016/j.marstruc.2026.104188
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Deformation and stress reconstructions of ship structures by inverse finite element method with single-sided strain measurements

Yusuke Komoriyama, Chong Ma, Kimihiro Toh, Makito Kobayashi et al.
Marine Structures
Structural Health Monitoring Techniques
article

Deformation and stress reconstructions of ship structures by inverse finite element method with single-sided strain measurements

Yusuke Komoriyama, Chong Ma, Kimihiro Toh, Makito Kobayashi, Hideaki Murayama, Kohei Mikami
article en

Abstract

This study proposes an enhanced framework for the real-time reconstruction of displacement and stress fields in ship structures using the inverse finite element method (iFEM). The framework consists of two sequential analysis phases. First, the hull displacement field is reconstructed using a single-sided iFEM from strain measurements that are interpolated to all elements of the hull finite element model. Subsequently, a forward finite element analysis on a comprehensive ship model, which includes the internal structure, with the displacement field reconstructed in the first phase applied as enforced boundary conditions, recovers the stress field, including the contributions of the internal structures. The proposed framework was validated through a numerical simulation of a full-scale Capesize bulk carrier under wave-induced hydrodynamic pressures. In addition, an experiment was conducted in a towing tank using a scaled hydro-structural ship model. The results demonstrate that the proposed framework accurately reconstructs hull girder deformations and stress distributions. These reconstructed displacement and stress fields enable real-time structural health assessments, providing a critical basis for evaluating yielding and fatigue risks. This approach offers a practical and computationally efficient solution for the continuous structural monitoring of large-scale marine vessels, while significantly reducing the constraints and costs associated with sensor installation.

Marine StructuresVol. 111
Kyushu University (JP), National Maritime Research Institute (JP), The University of Tokyo (JP)
Japan Society for the Promotion of Science
Sustainable cities and communities
Openalex Percentile: Top 15%
Structural Health Monitoring Techniques
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.