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Development of the Platform for Three-Dimensional Simulation of Additive Layer Manufacturing Processes Characterized
1Faculty of Metals Engineering and Industrial Computer Science, AGH University of Science and Technology, al. Mickiewicza 30, 30-071 Krakow, Poland.
Materials (Basel, Switzerland)
|February 15, 2022
Summary
A novel computational platform enables full-scale 3D simulations for Additive Layer Manufacturing (ALM), specifically Selective Laser Melting (SLM). This integrated Lattice Boltzmann Method (LBM) and Cellular Automata (CA) approach models material phase changes and fluid dynamics without complex interfaces.
Area of Science:
- Computational Engineering
- Materials Science
- Physics
Background:
- Additive Layer Manufacturing (ALM), particularly Selective Laser Melting (SLM), involves complex physical phenomena like heat transfer, melting, solidification, and fluid flow.
- Accurate simulation of these processes is crucial for optimizing designs and predicting material behavior, but often hindered by complex multi-physics interfaces.
- Existing computational approaches struggle to provide holistic simulations of the entire powder bed process, especially for multi-material applications.
Purpose of the Study:
- To introduce a new, integrated computational platform for the three-dimensional simulation of Additive Layer Manufacturing (ALM) processes.
- To develop and present innovative computational strategies and numerical algorithms for simulating powder bed-based technologies, focusing on Selective Laser Melting (SLM).
- To demonstrate a generic approach applicable to multi-material SLM and provide a methodology for adapting the model to specific materials like Ti-6Al-4V.
Main Methods:
- Development of a simulation platform based on homogeneous methods, integrating the Lattice Boltzmann Method (LBM) with Cellular Automata (CA) elements.
- Implementation of computational strategies and numerical algorithms to model heat transfer, melting-solidification, and free-surface flow within the powder bed.
- Creation of a holistic computational model that links LBM and CA, eliminating the need for complicated interfaces between sub-models.
Main Results:
- The platform successfully performs full-scale simulations of powder bed-based ALM processes, including state changes (melting-solidification) and free-surface flow.
- Quantitative results demonstrate the model's ability to simulate complex SLM technologies without requiring complicated interfaces between different physical models.
- The study presents the first quantitative results from the platform, validating its capability for analyzing multi-pass and multi-material processes.
Conclusions:
- The integrated LBM-CA platform offers a powerful, unified approach for simulating complex ALM processes like SLM.
- This computational technique overcomes the limitations of traditional methods by avoiding complex interfaces, enabling holistic simulations.
- The generic nature of the platform and its adaptability to specific materials and parameters facilitate computer-aided design and analysis for advanced additive manufacturing applications.

