Optimizing Dynamic Properties of Dissimilar Plate Structures: A Model Updating and Response Surface Methodology Approach

This paper presents a comprehensive exploration of a multi-objective optimization methodology targeting structural parameters to enhance the dynamic properties of dissimilar structures, emphasizing the integration of experimental and numerical modal analysis techniques. In this study, the correlation technique was employed to compare the modal data obtained from FEA with experimental modal analysis, revealing that the CBAR element exhibited the least error rate of 0.86% among the modes, indicating its superior accuracy in simulating bolted structures. Subsequent model updating processes effectively improved the natural frequency predictions, particularly for NF2, leading to an overall reduction in error from 4.65% to 3.08%. Additionally, the RSM approach successfully optimized the structural design variables, achieving a desirability rate of 0.937 and indicating a significant reduction in percentage error. The comparison between the two optimization methods demonstrated their respective strengths, with model updating offering greater precision in setting boundaries, and RSM providing efficient mathematical models for optimization. This study provides valuable insights into the effective enhancement of dynamic properties for dissimilar plate structures, underscoring the significance of both optimization techniques for achieving superior accuracy in structural analysis and design.

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Publication Details

Journal
Journal of Advanced Research in Applied Mechanics
Published
2024-12-30
DOI
https://doi.org/10.37934/aram.130.1.140158
Primary Topic
Structural Analysis and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Optimizing Dynamic Properties of Dissimilar Plate Structures: A Model Updating and Response Surface Methodology Approach

M. S. M. Sani, Rohaizatul Mat Yaacob, Nooraihan Abdullah, Muhammad Zikri Japri
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Journal of Advanced Research in Applied Mechanics
Structural Analysis and Optimization
article

Optimizing Dynamic Properties of Dissimilar Plate Structures: A Model Updating and Response Surface Methodology Approach

M. S. M. Sani, Rohaizatul Mat Yaacob, Nooraihan Abdullah, Muhammad Zikri Japri
article en

Abstract

This paper presents a comprehensive exploration of a multi-objective optimization methodology targeting structural parameters to enhance the dynamic properties of dissimilar structures, emphasizing the integration of experimental and numerical modal analysis techniques. In this study, the correlation technique was employed to compare the modal data obtained from FEA with experimental modal analysis, revealing that the CBAR element exhibited the least error rate of 0.86% among the modes, indicating its superior accuracy in simulating bolted structures. Subsequent model updating processes effectively improved the natural frequency predictions, particularly for NF2, leading to an overall reduction in error from 4.65% to 3.08%. Additionally, the RSM approach successfully optimized the structural design variables, achieving a desirability rate of 0.937 and indicating a significant reduction in percentage error. The comparison between the two optimization methods demonstrated their respective strengths, with model updating offering greater precision in setting boundaries, and RSM providing efficient mathematical models for optimization. This study provides valuable insights into the effective enhancement of dynamic properties for dissimilar plate structures, underscoring the significance of both optimization techniques for achieving superior accuracy in structural analysis and design.

Journal of Advanced Research in Applied MechanicsVol. 130(1)
Universiti Malaysia Pahang Al-Sultan Abdullah (MY)
Universiti Malaysia Pahang
Openalex Percentile: Top 70%
Structural Analysis and Optimization
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Optimizing Dynamic Properties of Dissimilar Plate Structures: A Model Updating and Response Surface Methodology Approach — M. S. M. Sani, Rohaizatul Mat Yaacob, et al. · Journal of Advanced Research in Applied Mechanics (2024) | TGRS Research Map | TGRS