The $46 trillion world electronics manufacturing business spans greater than 10 million factories worldwide, the place a lot is at stake in producing defect-free merchandise. To drive product excellence, main electronics producers are adopting NVIDIA Metropolis for Factories.
Greater than 50 manufacturing giants and industrial automation suppliers — together with Foxconn Industrial Web, Pegatron, Quanta, Siemens and Wistron — are implementing Metropolis for Factories, NVIDIA founder and CEO Jensen Huang introduced throughout his keynote deal with on the COMPUTEX expertise convention in Taipei.
NVIDIA Metropolis for Factories is a set of manufacturing facility automation workflows that permits industrial expertise firms and producers to develop, deploy and handle personalized quality-control techniques that supply a aggressive benefit.
Producers globally spend greater than $6 trillion a 12 months in pursuit of high quality management, they usually apply defect detection on almost each product line. However handbook inspections can’t sustain with the calls for.
Many producers have automated optical inspection (AOI) techniques that may assist, however typically these have excessive false detection charges, requiring labor-intensive and dear secondary handbook inspections in an already difficult labor market, lowering their worth.
NVIDIA Metropolis for Factories now gives a state-of-the-art AI platform and workflows for the event of extremely correct inspection purposes akin to AOI.
Pegatron Drives AOI With Metropolis for Factories
Main producer Pegatron, based mostly in Taipei’s Beitou district, is utilizing NVIDIA Metropolis for Factories on its manufacturing strains.
Pegatron manufactures every thing from motherboards to smartphones, laptops and recreation consoles. With a dozen manufacturing services dealing with greater than 300 merchandise and greater than 5,000 elements per day, Pegatron has quite a lot of high quality management to handle throughout its product portfolio. Additional, frequent product updates require ongoing revisions to its AOI techniques.
Pegatron is utilizing the whole Metropolis for Factories workflow to assist its printed circuit board (PCB) factories with simulation, robotics and automatic manufacturing inspection. Metropolis for Factories permits the electronics manufacturing large to rapidly replace its defect detection fashions and obtain 99.8% accuracy on its AOI techniques, beginning with small datasets.
Pegatron makes use of NVIDIA Isaac Sim, a robotic simulator, to program robotic arms in simulation and to mannequin the efficiency of its fleets of cell robots.
Tapping into NVIDIA Omniverse Replicator offers artificial knowledge era to simulate defects, serving to construct huge coaching datasets with area randomization and different strategies.
In Metropolis, NVIDIA TAO Toolkit permits Pegatron to entry pretrained fashions and switch studying to construct its extremely correct defect detection fashions from its enhanced datasets.
The NVIDIA DeepStream software program improvement package can be utilized to develop optimized clever video purposes that deal with a number of video, picture and audio streams. Utilizing DeepStream, Pegatron was capable of obtain a 10x enchancment in throughput.
Furthermore, Omniverse permits Pegatron to run digital twins of its inspection tools, so it could actually simulate future inspection processes, promising elevated efficiencies to its manufacturing workflow.
It’s additionally utilized by Quanta subsidiary Techman Robotic, which faucets Isaac Sim to optimize the inspection of robots by robots on their manufacturing line.
Metropolis for Factories helps producers like Pegatron to extend manufacturing line throughput, cut back prices and enhance manufacturing high quality.
Rising Companion Ecosystem Helps Metropolis
Metropolis for Factories may be deployed from the enterprise industrial edge to the cloud, and a big and rising ecosystem of companions helps carry it to market.
A number of specialists are becoming a member of forces on this effort together with sensor makers, utility companions, inspection tools makers and integration companions.
Basler, a number one maker of imaging sensors and techniques, has partnered with NVIDIA to assist builders construct AI-enabled inspection techniques quicker via tighter integration with the NVIDIA DeepStream SDK.
Quantiphi, a Metropolis associate, is working with one of many world’s largest beverage producers to automate inspections of totally packed pallets with GPU-powered imaginative and prescient AI.
Overview and Advantech — each NVIDIA Metropolis companions — are collaborating to construct a real-time AI-based inspection system to assist industrial inspection, product counting and meeting verification.
Metropolis companions Siemens and Information Monsters are working collectively to construct industrial inspection techniques, bringing collectively Omniverse Replicator artificial knowledge era, NVIDIA TAO coaching, DeepStream runtime and Siemens’ NVIDIA Jetson-powered industrial private computer systems.
Be taught extra about NVIDIA Metropolis for Factories.