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Large construction manufacturer

3D Vision-Guided Bin Picking of Tracks Links

Customer Demand

This customer is a construction machinery behemoth. Loading track links manually is labor-intensive. Besides, the working environment is harsh for employees. Therefore, the client turned to Mech-Mind for the AI + 3D vision solution, which can achieve a guaranteed 24-hour production.

Mech-Mind AI + 3D Vision Solution

Vision-Guided Bin Picking of Tracks Links

The solution:

  1. The Mech-Eye LSR L-GL can effectively manage severe ambient light interference (> 30,000 lx) and handle reflective surfaces, dark objects, and complex-structured objects.

  2. Intelligent path planning algorithm enables collision-free bin picking of randomly-piled workpieces with high reachability.

  3. Intelligent picking algorithm supports multiple TCP clamp automatic switching and planning of the best picking point.

Vision-Guided Bin Picking of Tracks Links for A Large Engineering Machinery Factory Recognition results

The result:

  • Dozens of stations have been automated, with 1,000 pcs processed per day.

  • Over 60% of the costs are saved. The speed, accuracy, and stability fully fulfill the customer's needs.