Hogging and Sagging Deformation Measurement of Ships Using an Oblique CCD Moiré Super-Resolution Method

Hogging and sagging deformations are fundamental indicators of the longitudinal structural integrity and navigational safety of ships. While camera-based measurement systems offer advantages such as non-contact operation, large measurement range, and rapid deployment, their adoption in ship structural monitoring has been constrained by the shipboard environment, which renders conventional orthogonal front-view layouts infeasible. This paper proposes an oblique CCD moiré super-resolution method for measuring hogging and sagging deformation on operational ships. In this approach, the camera is mounted on elevated superstructures (e.g., the island superstructure), with the deformation carrier plane positioned on the deck surface, forming an oblique optical axis that avoids interference with routine deck operations. A rigorous geometric model is developed to characterize the mapping between vertical deck deformation and image-plane displacement under oblique imaging conditions. To overcome the inherent reduction in displacement sensitivity caused by the oblique configuration—the core technical challenge of this work—a novel CCD moiré super-resolution strategy employing a non-uniform grating carrier is introduced, substantially enhancing measurement sensitivity. Validation experiments demonstrate that the proposed method achieves a measurement resolution on the order of 10⁻⁵ of the observation field of view, markedly surpassing corner detection, digital image correlation (DIC), and conventional fringe analysis methods. Scaled ship model tests confirm a maximum measurement error of 0.022 mm within a 1 mm deformation range, validating the method's high-precision performance and engineering readiness. The proposed approach provides a practical solution for structural deformation monitoring of ships and advances the engineering deployment of ship structural health monitoring technology.

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Publication Details

Journal
Journal of Ocean Engineering and Science
Published
2026-09-01
DOI
https://doi.org/10.1016/j.joes.2026.08.013
Primary Topic
Structural Health Monitoring Techniques
Type
article
Field-Weighted Citation Impact
0.00

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article

Hogging and Sagging Deformation Measurement of Ships Using an Oblique CCD Moiré Super-Resolution Method

Xianzheng Wang, Bihao Chen, Shaopeng Ma, Lei Guo et al.
Journal of Ocean Engineering and Science
Structural Health Monitoring Techniques
article

Hogging and Sagging Deformation Measurement of Ships Using an Oblique CCD Moiré Super-Resolution Method

Xianzheng Wang, Bihao Chen, Shaopeng Ma, Lei Guo, Shichao Zhou
article en

Abstract

Hogging and sagging deformations are fundamental indicators of the longitudinal structural integrity and navigational safety of ships. While camera-based measurement systems offer advantages such as non-contact operation, large measurement range, and rapid deployment, their adoption in ship structural monitoring has been constrained by the shipboard environment, which renders conventional orthogonal front-view layouts infeasible. This paper proposes an oblique CCD moiré super-resolution method for measuring hogging and sagging deformation on operational ships. In this approach, the camera is mounted on elevated superstructures (e.g., the island superstructure), with the deformation carrier plane positioned on the deck surface, forming an oblique optical axis that avoids interference with routine deck operations. A rigorous geometric model is developed to characterize the mapping between vertical deck deformation and image-plane displacement under oblique imaging conditions. To overcome the inherent reduction in displacement sensitivity caused by the oblique configuration—the core technical challenge of this work—a novel CCD moiré super-resolution strategy employing a non-uniform grating carrier is introduced, substantially enhancing measurement sensitivity. Validation experiments demonstrate that the proposed method achieves a measurement resolution on the order of 10⁻⁵ of the observation field of view, markedly surpassing corner detection, digital image correlation (DIC), and conventional fringe analysis methods. Scaled ship model tests confirm a maximum measurement error of 0.022 mm within a 1 mm deformation range, validating the method's high-precision performance and engineering readiness. The proposed approach provides a practical solution for structural deformation monitoring of ships and advances the engineering deployment of ship structural health monitoring technology.

Journal of Ocean Engineering and Science
Shanghai Jiao Tong University (CN), Marine Design & Research Institute of China (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 17%
Structural Health Monitoring Techniques
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