AI + 3D Vision-Guided Depalletizing of Battery Cells

Mech-Mind General-Purpose "Eye + Brain" for Robots

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Workflow:

Mech-Mind's “Eye + Brain” solution (including high-precision 3D cameras and AI software suites) equips robots to autonomously locate battery cells and empty trays, verify cell pose, plan collision-free pick paths, and perform stable, high-speed feeding. The system is engineered for seamless integration with robots and conveyors to maintain material flow and match line cycle requirements.

Advantages:

1. The Mech-Eye LSR XL-GL 3D camera (ETH) and Mech-Eye LSR L-GL 3D camera (EIH) together capture fine-detail, high-quality 3D point clouds of battery cells.

2. Deliver ultra-high resolution and a wide scanning range, with superior resistance to reflections and ambient light.

3. Handle reflective surfaces and complex structures effectively, reducing rework.

4. Provide a working distance of over 3 m, enabling safer and more flexible robot operation without sacrificing accuracy.

5. Precisely recognize white trays with grooves, enabling robust pick-and-place.

6. Integrate built-in AI path-planning and collision-detection algorithms for safer, faster motions.

7. Guide robots to pick two entire layers from a large tray, increasing throughput.

8. Offer easy installation and versatile deployment—generalize across multiple cell specifications to support rapid production-line changeovers.

Results:

• Stabilized cycle times and improved pick accuracy.

• Increased throughput and minimized idle time.

• Enabled fast deployment and shorter changeovers.

• Achieved highly efficient, flexible, and intelligent production.  

Click here to watch the real-world case video.