The Science of Stress in 3D Printing: LLNL Research Team Analyzes and Targets Residual Stress Issues
In life, sometimes it’s all about stress management and adjusting. That applies to the world of 3D printing too, as it turns out. While 3D printing is certainly the wunderkind of the high-tech world, it does present flaws in the process itself as well as the end product, sporadically. Researchers at Lawrence Livermore National Laboratory were inspired to define and pinpoint what was happening exactly, and where changes could be made to refine the process.
In all its ‘magic,’ 3D printing operates with heat and fluctuating temperatures which can cause residual stress, making a mess of the finished product. Before we can measure surface-level residual stresses and prevent them though, we need to study the issue that plagues a process capable of producing innovative products on target to ‘change the world.’
And measuring that stress to figure out how to prevent it is exactly what Amanda Wu and her team at Lawrence Livermore National Laboratory (LLNL) in Livermore, CA are doing. Wu and team members Wayne King, Gilbert Gallegos, and Mukul Kumar are participants in the Accelerated Certification of Additively Manufactured Metals (ACAMM) Strategic Initiative at LLNL.
Wu and her team also had the very good fortune to work with Los Alamos National Laboratory (LANL) to help prove the validity of their research and testing using a method called neutron diffraction (ND). That was a fortunate collaboration indeed, as only three federal research labs in the US possess the high-energy neutron source required to perform neutron diffraction studies.
Wu and her team used destructive analysis, which is a traditional method, combined with high-tech digital image correlation (DIC). They can measure stress in 3D printed parts with quantitative data using ‘before and after’ images of a part being 3D printed. It’s a very simple idea for analyzing any problem really, but the hard part is in coming up with the execution.
Using DIC technology with a dual camera setup, Wu and her team were able to study the effects of temperature on the 3D printed products and measure the external residual stress. Donald Brown from LANL then came into the picture to measure the stresses through ND which is able, in a simplified explanation, to detect and see where it is happening.
“We took time to do a systematic study of residual stresses that allowed us to measure things that were not quantified before,” Wu said. “Being able to calibrate our additive manufacturing parameters for residual stress minimization is critical.”
If you have a 3D printed part unaffected by residual stresses, it will fit together perfectly with no distortion. This is the key area in the analysis of studying the residual stress, as when it affects the 3D printed product, the stress occurs and is displayed at the cut interface. Wu and her team analyzed this with their before and after images, using a speckled pattern on the parts so that they could detect distortion.
The LLNL team’s DIC results were validated by the ND experiments. These findings are groundbreaking in that they show the correlation between stress and laser power and speed, and how adjusting laser scan vector length could control temperature more properly and reduce distortion caused by stress — as well as rotating the laser scan vector.
The team’s findings allowed them to analyze how those involved in the 3D printing industry should be able to:
- Calibrate process parameters to reduce residual stress during fabrication.
- Adust laser settings (power and speed) and scanning parameters (pattern, orientation angle and overlaps) to produce more reliable parts.
In a technology that is breaking barriers faster than we can keep up with the headlines, creating products and inspiring ideas previously unheard of, it is still evolving due to the inspiration and motivation of those who realize the enormous potential of 3D printing.
Have you experienced failure in 3D printing due to distortion caused by residual stress? What are your thoughts on Wu’s analysis and procedures? Tell us about it in the Stress in 3D Printing forum at 3DPB.com.
You May Also Like
3 Key Indicators of Great Company Culture
Additive manufacturing is not immune to the thread that binds a team or company together. A thread better known as ‘company culture.’ Each business has one, each one is different....
Hyperganic Raises $7.8M in First Venture Round for AI-Driven 3D Printing
Embarking on a journey to recreate nature’s most complex designs through artificial intelligence (AI) and 3D printing, German company Hyperganic raised $7.8 million in its first venture round on February...
3D Printing Financials: Voxeljet Revenue up 80% since Last Earnings Report, Losses Deepen Year-over-Year
Industrial 3D printer manufacturer voxeljet (Nasdaq: VJET) reported fourth-quarter net losses for 2020 of €3.7 million ($4.3 million) after posting similar losses in the same period a year earlier. The...
3D Printing Financials: SLM Solutions Reports Losses of €30M for 2020, Revenues Up 26%
SLM Solutions (AM3D.DE) reported a €30 million ($35 million) loss for the year ending December 31, 2020, with revenues at €62 million ($73 million) versus €49 million ($58 million) in...
View our broad assortment of in house and third party products.