Multilevel Bayesian Model Updating for Satellite High-Stability Brackets Considering Welding Uncertainties

2026-99-2925

10/19/2026

Authors
Abstract
Content
The high-stability bracket is the primary component in remote sensing satellites responsible for carrying the camera and attitude control equipment; its dynamic behavior directly affects imaging quality and in-orbit service life. Welding-based connections introduce uncertainties during manufacturing and assembly, leading to significant discrepancies between finite element analysis results and experimental data. To quantitatively assess the impact of welding processes on the accuracy of the high-stability bracket’s finite element model(FEM), this study proposes a Bayesian parameter correction method based on Markov Chain Monte Carlo (MCMC) sampling and the Metropolis-Hastings (MH) algorithm. It employs a multilevel correction experimental framework—”material-level, component-level, and system-level”—to progressively refine material parameters and establish a high-fidelity FEM. First, the elastic modulus of the welded and non-welded regions were calculated using stress-strain curves obtained from static tensile tests on welded and non-welded plates; then, targeting the first two natural frequencies from dynamic impact tests on bar specimens, the material densities of the welded and non-welded regions were corrected using the Bayesian method; finally, the effectiveness of the correction method was verified through free vibration tests on the actual high-stability bracket. The results indicate that, compared to the undamaged region, the welded region exhibits a 13.87% loss in elastic modulus and a 55.32% loss in density. The relative errors in the first three natural frequencies of the corrected model were 0.59%, 0.01%, and 0.83%, respectively, verifying the high reliability of the proposed method in modal identification and providing a new technical approach for correcting spacecraft structural models.
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DOI
https://doi.org/10.4271/2026-99-2925
Citation
Liu, K., Guo, C., and Wu, W., "Multilevel Bayesian Model Updating for Satellite High-Stability Brackets Considering Welding Uncertainties," 2026 International Symposium on Aerospace Information and Industry Bilateral Innovation (ISA3I2026), Chongqing, China, April 24, 2026, https://doi.org/10.4271/2026-99-2925.
Additional Details
Publisher
Published
8 hours ago
Product Code
2026-99-2925
Content Type
Technical Paper
Language
English