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Large auto parts factory

3D Vision-Guided Loading of Aluminum Castings

Customer Demand

The customer seeks a reliable, efficient method for loading aluminum castings. However, the 3D vision-guided loading system encounters challenges in precisely detecting the reflective surfaces and intricate structures of these castings. Additionally, it must adapt to diverse sizes, specifications, and shapes, demanding a high degree of flexibility and precision to handle the variations in casting geometries effectively.

Mech-Mind AI + 3D Vision Solution

3D Vision-Guided Loading of Aluminum Castings

The solution:

  1. The Mech-Eye PRO S-GL, a high-precision structured light 3D camera, meets millimeter-level positioning accuracy requirements. It produces high-quality, detail-rich point clouds of aluminum castings, even under strong ambient light.

  2. The vision system can differentiate the castings and in-between layers.

  3. Collision detection and path planning algorithms ensure stable robotic operation.

  4. Easy adaptation to different casting specs.

The result:

  • Recognition success rate: ≥ 99.9%

  • Recognition accuracy: ± 0.5 mm