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Large steel supplier

3D Vision-Guided Machine Tending of Steel Bars

Customer Demand

At the factory, steel bars have traditionally been loaded and unloaded by workers, which was easy to cause damage to bars and lower production efficiency. Therefore, the supplier chose to use the 3D vision technology to automate the production line. But the reflective steel bars, most of which are covered with rust, make accurate recognition a big challenge to the vision system.

Mech-Mind AI + 3D Vision Solution

3D Vision-Guided Machine Tending of Steel Bars

The solution:

  1. The Mech-Eye LSR L-GL creates high-quality 3D point clouds of reflective and rusted steel bars stacked in an overlapping pattern.

  2. The vision system accurately recognizes the pose and position of steel bars.

  3. The advanced optical algorithm ensures reliable robotic operation under strong ambient light (>30,000 lx).

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

  5. Adapt to various bar specifications.

Point cloud

Recognition result

The result:

  • Recognition success rate: ≥ 99%

  • Recognition accuracy: ± 3 mm

3D Vision-Guided Machine Tending of Steel Bars | Mech-Mind Robotics