1. Optimization of Fiber Orientation Model Parameters in the Presence of Flow-Fiber Coupling
- Author
-
Tianyi Li and Jean-François Luyé
- Subjects
fiber reinforced plastics ,fiber orientation ,flow-fiber coupling ,surrogate modeling ,parametric optimization ,injection molding simulation ,Technology ,Science - Abstract
In this paper, we propose a novel systematic procedure to minimize the discrepancy between the numerically predicted and the experimentally measured fiber orientation results on an injection-molded part. Fiber orientation model parameters are optimized simultaneously using Latin hypercube sampling and kriging-based adaptive surrogate modeling techniques. Via an adequate discrepancy measure, the optimized solution possesses correct skin⁻shell⁻core structure and global orientation evolution throughout the considered center-gated disk. Some non-trivial interaction between these parameters and flow-fiber coupling effects as well as their quantitative importance are illustrated. The parametric fine-tuning of orientation models mostly leads to a better agreement in the skin and shell regions, while the coupling effect via a fiber-dependent viscosity improves prediction in the core.
- Published
- 2018
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