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Parameters Identification of the Anand Material Model for 3D Printed Structures.
Martin Fusek1, Zbyněk Paška1, Jaroslav Rojíček1
1Department of Applied Mechanics, Faculty of Mechanical Engineering, VŠB-Technical University of Ostrava, 708 00 Ostrava, Czech Republic.
Materials (Basel, Switzerland)
|January 30, 2021
Summary
This study determined Anand material model parameters for 3D-printed ABS-M30 plastic using genetic algorithms and finite element analysis. The model accurately predicts behavior, excluding anisotropy, for 3D-printed parts.
Area of Science:
- Materials Science
- Mechanical Engineering
- Additive Manufacturing
Background:
- 3D printing is increasingly used for machine parts, necessitating accurate material models for performance prediction.
- Selecting appropriate material models and parameters is crucial for simulating the behavior of 3D-printed components.
- Acrylonitrile butadiene styrene (ABS-M30) is a common material in 3D printing, requiring characterization for engineering applications.
Purpose of the Study:
- To determine the material parameters for the Anand material model specifically for ABS-M30 plastic used in 3D printing.
- To validate the Anand model's applicability to ABS-M30 by comparing simulation results with experimental data.
- To assess the limitations of the Anand model concerning the anisotropic behavior of 3D-printed materials.
Main Methods:
- Utilized the genetic algorithm (GA) coupled with finite element method (FEM) calculations to determine material parameters.
- Conducted experimental tensile and indentation tests at various temperatures (23°C, 44°C, 60°C, 80°C).
- Designed experiments to capture aspects of material relaxation and creep behavior for comprehensive validation.
Main Results:
- Successfully determined Anand material model parameters for ABS-M30.
- FEM simulations, adjusted to experimental data, showed good agreement for non-anisotropic behavior.
- The Anand model is suitable for ABS-M30 when anisotropic effects are not the primary focus.
Conclusions:
- The Anand material model can be effectively applied to ABS-M30 for predicting mechanical behavior in 3D-printed parts, provided anisotropy is not a critical factor.
- Further research is needed to identify material models capable of capturing the anisotropic characteristics of 3D-printed plastics.
- Accurate material parameter determination is vital for the reliable engineering application of additively manufactured components.

