Logistics Automation
Piece Picking
Solution
Piece Picking
Solution
A robotic solution using 3D vision and AI
to recognize shape, position,
and pick points of random items, enabling precise picking and sorting.
Solution
Structure
Piece Picking
Solution
Structure
3d vision
BARCODE SCANNER
INDUSTRIAL ROBOT
/COBOT
ai recogniton
object
GRIPPER
Process
Process
01
Product Measurement and Recognition
Identifies product position and shape with 3D vision
Uses AI to determine the optimal pick target and point
Process
02
Picking Operation
Executes picking while monitoring success and failure status in real time
If picking fails, the system reattempts based on a predefined recovery plan
Process
03
Barcode Scanning and WMS Communication
Reads the picked item’s barcode
Sends product data to the WMS
Retries scanning if it fails, following a predefined recovery plan
Process
04
Outbound Process
Transfers items to designated locations after verifying product info
Performs follow-up processes (e.g., packing) as needed
Completes final outbound shipment
Monitor System
with CMES Robotics AIOps
Monitor System
with CMES Robotics AIOps
Monitors and analyzes system status by line and robot
Improves efficiency through real-time response and continuous on-site analysis
Monitors and predicts AI performance.
Cost reduction through lifecycle maintenance management.
Customer Success Story
Customer Success Story
Intelligent robotic automation solutions are proven across global industrial sites.
FAQ
FAQ
Explore frequently asked questions about our logistics solutions.
