Abstract
There has been growing interest in integrating bio-derived composites into Large-format additive manufacturing (LFAM) feedstocks to reduce the use of petroleum-derived materials and reduce the overall carbon footprint of LFAM. However, these materials present unique challenges during manufacturing due to their variability, which can lead to unintended deformations and failures attributable to suboptimal process conditions. While numerical modelling has been extensively employed to simulate numerous manufacturing processes, its application in LFAM with bio-derived composites remains limited. This study addresses this gap by systematically developing a numerical model to simulate the LFAM process using bio-based materials, specifically wood fiber-reinforced polylactic acid (PLA/WF). Experimental investigations were conducted to characterise the thermal and mechanical properties of additively manufactured PLA/WF specimens. Numerical simulations were performed to predict temperature profiles and deformations during LFAM. The effect of varying infill patterns, internal structures, and tool paths on the temperature distribution and deformation of printed parts was explored using the developed model. This article aims to advance the utilisation of bio-derived composites in LFAM systems and provide a comprehensive understanding of the LFAM process. The findings offer valuable insights for optimising process parameters and enhancing the performance of LFAM with bio-based composites.
| Original language | English |
|---|---|
| Article number | e2503257 |
| Journal | Virtual and Physical Prototyping |
| Volume | 20 |
| Issue number | 1 |
| DOIs | |
| State | Published - 2025 |
Funding
This research was supported by the U.S. Department of Energy (DOE), Advanced Materials and Manufacturing Technologies Office and used resources at the Manufacturing Demonstration Facility at Oak Ridge National Laboratory, a User Facility of the DOE’s Office of Energy Efficiency and Renewable Energy. The authors acknowledge the support from the US Department of Energy (DOE), Office of Energy Efficiency and Renewable Energy, Advanced Materials and Manufacturing Office under CPS 848 Agreement 35714, and Oak Ridge National Laboratory/University of Maine Hub & Spoke Programme team.
Keywords
- Large-format additive manufacturing
- bio-derived composites
- finite element analysis
- infill pattern
- internal structure
- numerical modelling
- tool path