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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.

Mech-Eye Industrial 3D Cameras

High resolution & high accuracy & detail-rich 3D images of a wide variety of objects.
Mech-Eye 3D Laser Profilers

Mech-Eye LNX 3D laser profilers feature 4K+ resolution* and high scan rates (up to 15 kHz*) to deliver highly accurate 3D data of tiny features and defects at a faster speed. These sensors are designed for industrial measurement and inspection applications in electronics, EV battery, and automotive industries.
Mech-Vision Machine Vision Software

Industry-leading machine vision software for the most challenging vision applications.
Mech-Viz Robot Programming Software

Designed to enable demanding automation tasks, including robotic bin picking, piece picking, depalletizing and palletizing, and more.
Mech-DLK Deep Learning Software

Versatile and easy-to-use deep learning software solves complex applications like overlapping object recognition and classification, high-precision measurement, etc.
Mech-MSR 3D Measurement and Inspection Software

Intuitive, powerful software for high-precision inspection and measurement

Depalletizing and Palletizing

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.
Machine Tending

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.
Piece Picking

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.
Bin Picking

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.
Localization and Assembly

Mech-Mind 3D vision system enables robots to manage complex assembly, localization, and other automation tasks with high accuracy and remarkable dexterity.
Inline Measurement

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.

3D Vision-Guided Bin Picking of Tracks Links

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.

Home > Cases > > 3D Vision-Guided Bin Picking of Tracks Links

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:

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

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