Additive manufacturing speeds toward large-scale factory-floor utility

The reliability gap is being narrowed—as researchers tackle physics, materials, robotics, and workflow issues that have slowed industrial-size adoption.
Dec. 18, 2025
2 min read

What you'll learn:

  • Researchers are developing multi-axis robotic systems capable of printing complex composite materials from multiple directions to improve part strength.
  • Physics-based control models are being used to understand and improve the consistency of paste-based 3D printing methods like direct ink writing.
  • Modular, data-connected production platforms are reducing cycle times by up to 68%, integrating additive, machining, and inspection processes into a single workflow.

Additive manufacturing promises a revolution on the factory floor, but most plants still can’t rely on the 3D printing technology for full-scale production.

The science is getting closer, but major gaps remain. Materials that clog nozzles, printed alloys that fail under load, robotic printing cells that don’t yet behave like dependable production assets, and hybrid lines that lack the interoperability modern factories require all are obstacles.

Podcast: Additive succeeds when 'no one cares the part they're holding is 3D printed'

But researchers are attacking those problems head-on.

From physics-based control models that finally explain why paste printing misbehaves, to multidirectional robotic deposition, to cold-spray repair tools, and modular production platforms that merge additive with machining and inspection, these five stories map the emerging foundations of industrial-scale additive manufacturing.

Each project points toward the same point on the horizon: closing the reliability, process-control, and integration gaps that stand between today’s promising prototypes and tomorrow’s fully deployable, factory-ready additive manufacturing systems.

Virginia Tech earns grant to advance robotics-driven AM

Factories adopting additive often hit the same wall: How do you scale complex printing processes without killing throughput or precision?

The next breakthrough may come from robotics. Researchers are now pushing toward multi-axis, multi-material printing systems that behave less like lab prototypes and more like fully configurable production assets.

Video: Desktop Metal charts a new course out of insolvency, toward profitability

Research like this could influence how future factories deploy robotics for complex composite builds, how they monitor process drift, and how they maintain uptime in increasingly hybrid manufacturing lines.

Virginia Tech’s Department of Mechanical Engineering has received a three-year, $3.5 million grant from the National Science Foundation in the U.S. for research into multidirectional robotic 3D printing.

The project will develop robotic-arm-based additive manufacturing systems capable of printing composite materials from multiple directions rather than traditional flat layers, aiming to create stronger, structurally optimized parts.

The work brings together specialists in design optimization, materials science, robotics, and controls engineering to leverage the flexibility of robotic arms in additive manufacturing.

Editor’s note: See our sister publication Plant Services for more of Anna Townsend's superb in-depth feature.

About the Author

Anna Townshend

Anna Townshend

Anna Townshend has been a journalist and editor for almost 20 years. She joined Control Design and Plant Services as managing editor in June 2020. Previously, for more than 10 years, she was the editor of Marina Dock Age and International Dredging Review. In addition to writing and editing thousands of articles in her career, she has been an active speaker on industry panels and presentations, as well as host for the Tool Belt and Control Intelligence podcasts. Email her at [email protected].

Sign up for our eNewsletters
Get the latest news and updates