Manufacturing Intelligence: Deltia AI Delivers Assembly Line Gains With NVIDIA Metropolis and Jetson

It all started at Berlin's Merantix venture studio in 2022, when Silviu Homoceanu and Max Fischer agreed AI could play a big role in improving manufacturing. So the two started Deltia.ai, which runs NVIDIA Metropolis vision AI on NVIDIA Jetson AGX Orin modules to measure and help optimize assembly line processes.

Hailing from AI backgrounds, Homoceanu had previously led self-driving software at Volkswagen, while Fischer had founded a startup that helped digitize more than 40 factories.

Deltia, an NVIDIA Metropolis partner, estimates that today its software platform can provide as much as a 20% performance jump on production lines for its customers.

Customers using the Deltia platform include Viessman, a maker of heating pumps, and industrial electronics company ABB, among others. Viessman is running Deltia at 15 stations, and plans to add it to even more lines in the future. Once all lines are linked to Deltia, production managers say that they expect up to a 50% increase in overall productivity.

We provide our users with a dashboard that is basically the Google Analytics of manufacturing, said Homoceanu, Deltia's CTO. We install these sensors, and two weeks later they get the keys to this dashboard, and the magic happens in the background.

Capturing Assembly Line Insights for Digital Transformations Once the cameras start gathering data on assembly lines, Deltia uses that information to train models on NVIDIA-accelerated computing that can monitor activities on the line. It then uses those models deployed on Jetson AGX Orin modules at the edge to gather operational insights.

These Jetson-based systems continuously monitor the camera streams and extract metadata. This metadata identifies the exact points in time when a product arrives at a specific station, when it is being worked on and when it leaves the station. This digital information is available to line managers and process improvement personnel via Deltia's custom dashboard, helping to identify bottlenecks and accelerate line output.

TensorRT helps us compress complex AI models to a level where we can serve, in an economical fashion, multiple stations with a single Jetson device, said Homoceanu.

Tapping Into Jetson Orin for Edge AI-Based Customer Insights Beyond identifying quick optimizations, Deltia's analytics help visualize production flows hour-by-hour. This means that Deltia can send rapid alerts when production slips away from predicted target ranges, and it can continuously track output, cycle times and other critical key performance indicators.

It also helps map how processes flow throughout a factory floor, and it suggests improvements for things like walking routes and shop-floor layouts. One of Deltia's customers used the platform to identify that materials shelves were too far from workers, which caused unnecessarily long cycle times and limited production. Once the shelves were moved, production went up more than 30%.

Deltia's applications extend beyond process improvements. The platform can be used to help monitor machine states at a granular level, assisting to predict when machine parts are worn out and recommend preemptive replacements, saving time and money down the line. The platform can also suggest optimizations for energy usage, saving on operational costs and reducing maintenance expenses.

Our vision is to empower manufacturers with the tools to achieve unprecedented efficiency, said Fischer, CEO of Deltia.ai. Seeing our customers experience as much as a 30% increase in productivity with our vision models running on NVIDIA Jetson Orin validates the transformative potential of our technology.

Deltia is a member of the NVIDIA Inception program for cutting-edge startups.

Learn more about NVIDIA Metropolis and NVIDIA Jetson.

LINK:	https://blogs.nvidia.com/blog/deltia-ai-metropolis-jetson/...
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