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Modeling and Simulation of Additively Manufactured Cylindrical Component Using Combined Thermomechanical and Inherent
Thoufeili Taufek1,2, Yupiter H P Manurung1,2, Mohd Shahriman Adenan1,2
1Smart Manufacturing Research Institute (SMRI), Universiti Teknologi MARA (UiTM) Shah Alam, Shah Alam, Malaysia.
This study introduces a combined thermomechanical-inherent strain method (TMM-ISM) to predict distortion in 3D printed parts. The TMM-ISM significantly reduces simulation time compared to traditional thermomechanical methods (TMM) while maintaining accuracy.
Area of Science:
- Materials Science and Engineering
- Computational Mechanics
- Additive Manufacturing
Background:
- Additive manufacturing (AM) processes like selective laser melting (SLM) often result in component distortion.
- Accurate prediction of distortion is crucial for ensuring the quality and performance of AM parts.
- Traditional simulation methods, such as thermomechanical analysis (TMM), can be computationally intensive and time-consuming.
Purpose of the Study:
- To apply and verify a combined thermomechanical-inherent strain method (TMM-ISM) for predicting distortion in additively manufactured components.
- To compare the accuracy and computational efficiency of the TMM-ISM against the traditional TMM approach.
- To validate simulation results with experimental data for a vertical cylinder manufactured via SLM.
Main Methods:
- A virtual calibration test was performed using TMM to obtain inherent strain values.
- An optimization algorithm (Nelder-Mead method in MATLAB) was developed to determine inherent strain values by minimizing distortion error.
- Manufacturing process simulation was conducted using the inherent strain method (ISM), followed by comparison with full TMM simulations and experimental results.
Main Results:
- The TMM-ISM achieved good agreement with experimental results for slit distortion, with an error of 9.5%.
- The traditional TMM also showed good agreement with experimental results, with a lower error of 3.5%.
- The computational time for TMM-ISM (63 minutes) was significantly reduced compared to TMM (129 minutes) for a solid cylindrical component.
Conclusions:
- The combined TMM-ISM is a viable and efficient alternative for predicting distortion in additively manufactured components.
- TMM-ISM offers a substantial reduction in computational time, making it suitable for complex analyses.
- This method can help overcome the limitations of time-consuming and costly calibration procedures in AM.
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