About this Abstract |
| Meeting |
2026 Annual International Solid Freeform Fabrication Symposium (SFF Symp 2026)
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| Symposium
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2026 Annual International Solid Freeform Fabrication Symposium (SFF Symp 2026)
|
| Presentation Title |
Agentic Process Optimization for Selective Laser Sintering |
| Author(s) |
Peter Myung-Won Pak, Amir Barati Farimani |
| On-Site Speaker (Planned) |
Peter Myung-Won Pak |
| Abstract Scope |
Within the additive manufacturing process there are many operational and environmental factors that can affect the build quality or build feasibility of the final part. Mitigation of these effects is often achieved using feedforward process control where model based approaches are applied to anticipate problematic conditions that can lead to issues during the build process. Feedback control addresses these issues during the build process utilizing visual, thermal, or depth information obtained through various sensors to dynamically adjust parameters and toolpath trajectories in an effort to resolve potential build defects. In this work an agentic system enables the intelligent automation of parameter optimization and in-situ process monitoring during the selective laser sintering process. The agentic system is evaluated on a range of polymers and polymer based composites with the mechanical properties tested to the ASTM 638-22 standard. |
| Proceedings Inclusion? |
Undecided |