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In today’s world of technology, facilities are automating various processes to enhance their efficiency and reliability. Machine tending is one process that has seen a radical change in technology adoption.
Large auto parts factory

3D Vision-Guided Bin Picking of Inner Races

Customer Demand

The customer is a large auto parts factory where inner race loading is one of the most common scenarios. Unsurprisingly, those reflective inner races are too small to grab, and some are begrimed with oil. And the severe ambient lighting environment in the factory makes accurate imaging and picking even more challenging. Besides, the environment in the factory is extremely harsh to employees. Therefore, the customer decided to automate the production line with Mech-Mind's AI + 3D vision solution to uplift productivity.


Related Solutions

  • Intelligent robotic depalletizing and palletizing solutions are widely used in manufacturing, distribution, and fulfillment applications. Robots guided by the 3D vision system can automatically execute palletizing and depalletizing while maintaining excellent stability and high speed.
  • Mech-Mind intelligent machine tending solution enables robots to quickly detect the most challenging parts of various sizes and shapes, accurately pick them, and stably place them at designated locations.
  • Mech-Mind 3D vision solution enables robots to accurately pick various individual items (SKUs) from an inventory bin and place them into an order container. Robots, guided by 3D vision system, can handle a wide variety of items (including cartons, boxes, poly bags, transparent packages, etc.) with ease.
  • Guided by Mech-Mind 3D vision system, robots can recognize randomly-piled materials, even those with dark or reflective surfaces and complex structures, and then pick them up from deep bins accurately without damaging the components.
  • Mech-Mind 3D vision system enables robots to manage complex assembly, localization, and other automation tasks with high accuracy and remarkable dexterity.
  • Mech-Mind's inline 3D measurement system delivers high-performance 3D measurement solutions for various manufacturing processes in the automotive and new energy industries, including body-in-white manufacturing, automotive component inspection, and battery tray manufacturing.
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