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Proper Generalized Decomposition for Parametric Study and Material Distribution Design of Multi-Directional
Mohammad-Javad Kazemzadeh-Parsi1,2, Francisco Chinesta3, Amine Ammar2
1Department of Mechanical Engineering, Shiraz Branch, Islamic Azad University, Shiraz 71987-74731, Iran.
Proper Generalized Decomposition (PGD) reduces computational costs for 3D elasticity problems. This enables efficient parametric studies and material design for composite thick plates.
Area of Science:
- Computational mechanics
- Solid mechanics
- Materials science
Background:
- Mesh-based numerical methods for 3D elasticity problems are computationally intensive.
- High computational costs hinder parametric studies and material distribution design for thick plates.
Purpose of the Study:
- To adopt the Proper Generalized Decomposition (PGD) technique for solving 3D elasticity problems.
- To overcome computational limitations in high-dimensional parametric spaces for thick plate analysis.
- To enable efficient parametric solutions and material distribution design.
Main Methods:
- Proper Generalized Decomposition (PGD) as an a priori model order reduction technique.
- Reduction of 3D partial differential equations to a set of 1D ordinary differential equations.
- Application to multi-directional Functionally Graded Material (FGM) composite thick plates.
Main Results:
- PGD significantly reduces computational costs compared to traditional mesh-based methods.
- Unified and efficient parametric solutions are achieved in high-dimensional spaces.
- Validation case studies demonstrate the applicability of PGD for complex plate designs.
Conclusions:
- PGD is a powerful technique for efficient 3D elasticity solutions of thick plates.
- The method facilitates advanced parametric studies and material optimization.
- PGD offers a viable approach for designing multi-directional FGM composite thick plates.
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