Industrial sorter

for the chemical industryopticalmagnetic

Product Overview
Developed with machine vision, motion control and AI, the Intelligent Sorting Workstation (ISW Series) integrates over 20 AI algorithms (drawing parsing, dynamic magnetic switching, 2D/3D vision, 2D/3D palletizing). It provides automated, end-to-end sorting solutions including precise recognition, stable gripping, efficient cutting, intelligent sorting and compact palletizing, for complex industrial workpieces in open production environments.

Technical Advantages: Multi-technology Integration & Industry-leading Performance

• Higher Precision: Millimeter-level recognition with positioning accuracy ≤1mm, system recognition accuracy 99.96% and sorting success rate ≥99%.
• Higher Flexibility: Supports sorting of over 10,000 part types; drawing parsing, inspection & recognition, intelligent palletizing and sorting control; modular configuration for rapid deployment with support for robotic arms, gantry robots and various end effectors.
• Higher Intelligence: Full-process automation with modular configuration engine enabling fast multi-workstation configuration; user-friendly operation requiring no programming background; typical delivery of a complete automated line within ~2 weeks (delivery cycle reduced by ~50%).
• Simplified Operation & User-friendly Experience: Intuitive visual UI, process visual design, clear monitoring-to-management overview and visualized exception handling; operators can correct anomalies directly by dragging points on screen.
• Stable Operation & Worry-free Maintenance: One-click deployment and Docker containerized installation for reduced O&M costs; built-in high-precision recognition and path-planning algorithms for stable continuous operation.

Applications and Typical Scenarios

• Parts sorting
• Depalletizing
• Machine loading/unloading
• Integration with cutting, welding, MES and digital twin systems for fully unmanned flexible sorting in metal, new energy and chemical production lines

Core Technologies & Algorithms

• Weak-feature vision and 2D/3D multi-modal fusion
• High-load end effector control and stable gripping strategies
• Multi-constraint sorting scheduling and dual-arm collaboration
• Steel part AI recognition and drawing-parsing algorithms

Technical Specifications

• System Recognition Accuracy: 99.96%
• Recognition Precision: ≤1mm
• Gripping Success Rate: 99%
• Field of View: Multi-part simultaneous recognition, coverage up to tens of meters
• Typical Scenarios: Parts sorting, depalletizing, machine loading/unloading
• Core Technologies: Weak-feature vision, high-load end effector control, multi-constraint scheduling, dual-arm collaboration, steel part AI recognition, 2D/3D multi-modal fusion
• Industrial Verification: Proven cases in offshore shipbuilding, machinery, energy equipment and sheet metal processing