3D Printing Machine Training
Published

PhysicsX, Velo3D Partner to Provide Engineers with AI Simulation Tooling

The collaboration gives Velo3D customers access to AI-enabled physics simulation and optimization capabilities, and gives PhysicsX customers increased manufacturing flexibility to produce their most advanced concepts.

Share

 
CFD simulation of the thermal behavior of a conformal heat exchanger, used widely in jet-engine cowlings, for a Tier 1 supplier (front edge is blurred to protect IP). The company is using PhysicsX to replace a traditionally manufactured heat exchanger with a 3D printed one. PhysicsX uses its SFAM® process (Simulation for Additive Manufacturing) to optimize the additive design to significantly outperform the conventional one. Image courtesy PhysicsX

CFD simulation of the thermal behavior of a conformal heat exchanger, used widely in jet-engine cowlings, for a Tier 1 supplier (front edge is blurred to protect IP). The company is using PhysicsX to replace a traditionally manufactured heat exchanger with a 3D printed one. PhysicsX uses its SFAM process (Simulation for Additive Manufacturing) to optimize the additive design to significantly outperform the conventional one. Image Credit: PhysicsX

Velo3D, a metal additive manufacturing (AM) technology company for mission-critical parts, has established a strategic partnership with PhysicsX through Velo3D’s Technical Partner Program. The partnership gives Velo3D customers access to PhysicsX’s artificial intelligence (AI)-enabled physics simulation workflows to hyper-accelerate simulation loops, improve simulation fidelity and algorithmically explore complex design spaces to unlock new performance levels. It also provides PhysicsX customers with access to advanced metal AM capabilities, so they can produce novel, highly optimized part designs with ease. 
 
“We started working with PhysicsX when we were building the Sapphire XC printer because we needed to optimize the flow of gas in the printer build chamber to eliminate soot buildup around the laser windows of the system,” says Benny Buller, Velo3D founder and CEO. “We quickly realized that PhysicsX’s capabilities could be a big boon to many of our customers who are pushing design performance limits. After working closely with them over the past two years, we’ve formalized our partnership to expose customers to the engineering synergy that exists by combining both companies’ technologies.”
 
Simulation for Additive Manufacturing (SFAM) is a key component of PhysicsX’s processes that makes previously unobtainable part and system performance achievable and manufacturable. Through the use of multiphysics simulation with ultrafast deep learning models, PhysicsX optimizes designs to maximize their performance. Engineers and scientists can now rapidly optimize designs and improve design-to-production processes — from combustion efficiency improvements to manufacturing yield.

It combines traditional computer-aided engineering (CAE) with machine learning capabilities to replicate the physics of various real-world environments. Compared to traditional CAE simulators, it is said PhysicsX’s AI-powered technology can greatly increase the number of design cycles that are possible over a specific time frame and better fill in the gaps of numerical simulation with real-world data — all to find the true limits of the physics behind the challenge. This enables engineers to extensively search a complex design space without imposing simplified design assumptions, and to have the confidence that those designs are reliably manufacturable at high quality.

“PhysicsX supports customers in some of the most important industries of our time, including aerospace, automotive, sustainability and renewables,” says Robin Tuluie, PhysicsX founder and co-CEO. “Our technology can be deployed to evaluate performance in a variety of categories, such as system performance, efficiency, weight, noise and other criteria. Through PhysicsX, engineers have improved reduced emissions from aircraft and road vehicles, won world championships in MotoGP, and increased the performance of wind and hydro turbines. We’re excited about this partnership and that, by working with both PhysicsX and Velo3D, customers will be able to quickly realize unparalleled performance gains for their products without compromising on reliability or additive build quality.”
 
Velo3D works with a variety of partners, including contract manufacturers, commercial distributors, software and simulation providers, postprocessing solutions and academic institutions to enable customers to build the parts they need, speed up development and reduce product costs. Its Technical Partner Program is focused on providing Velo3D customers with powerful technology and services that complement its fully integrated additive manufacturing solution, so customers can more easily produce optimized final, ready-to-use parts. 


 
  • Listen to this episode of AM Radio to learn more about how artificial intelligence and additive manufacturing are connected. Stephanie Hendrixson and Peter Zelinski discuss how there are already plenty of uses of AI in 3D printing for design, process planning and process monitoring, and the link will grow stronger as the “frictionlessness” of AI blends with that of AM.
     
  • Read this post about Visser Precision joining Velo3D’s Global Contract Manufacturing Network. The number of high-performance superalloys certified for AM grows as Visser Precision purchases first Velo3D Sapphire printer calibrated for Hanes 214 — with customers in aerospace, defense, automotive and industrial tooling.
The World According To
Acquire
UPM Additive Solutions
Airtech
The Cool Parts Show
AM Radio

Related Content

Machining

Aircraft Engine MRO: How Additive Manufacturing Plus Robotic Finishing Will Expand Capacity for Blade Repair

AM offers the chance to bring fast, automated processing to individualized, part-by-part restoration of turbomachinery. A cell developed by Acme Manufacturing and Optomec is able to automatically repair 85,000 unique aircraft engine blades per year.

Read More
Inventors

The Robot Craftsman: Force Sensing and Vision Help Realize Automated AM Postprocessing (Includes Video)

Automated production via additive manufacturing will need automated postprocessing. This UK startup is equipping robots with the capabilities needed for critical, fine-detail finishing of metal 3D printed parts.

Read More
Automation

Chuck Jaws Achieve 77% Weight Reduction Through 3D Printing

Alpha Precision Group (APG) has developed an innovative workholding design for faster spindle speeds through sinter-based additive manufacturing.

Read More
Postprocessing

DMG MORI: Build Plate “Pucks” Cut Postprocessing Time by 80%

For spinal implants and other small 3D printed parts made through laser powder bed fusion, separate clampable units resting within the build plate provide for easy transfer to a CNC lathe.

Read More

Read Next

Software

Carnegie Mellon Helps Industry, Students Prepare for a Manufacturing Future with AM and AI

Work underway at the university’s Next Manufacturing Center and Manufacturing Futures Institute is helping industrial additive manufacturers achieve success today, while applying artificial intelligence, surrogate modeling and more to solve the problems of the future.

Read More
Supply Chain

New Equipment, Additive Manufacturing for Casting Replacement and AM's Next Phase at IMTS 2024: AM Radio #54

Additive manufacturing’s presence at IMTS – The International Manufacturing Technology Show revealed trends in technology as well as how 3D printing is being applied today and where it will be tomorrow. Peter Zelinski and I share observations from the show on this episode of AM Radio. 

Read More
Design

3MF File Format for Additive Manufacturing: More Than Geometry

The file format offers a less data-intensive way of recording part geometry, as well as details about build preparation, material, process and more.

Read More
3D printing machine trainings