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Perception Intelligence (PI)

Perception Intelligence (PI) leverages GALAXIS’s proprietary object recognition, environmental perception, personnel safety, and image learning algorithms to form an intelligent perception platform. This platform enables robots to comprehensively sense their environment, dynamically adapt to variations in paths, racks, and goods, and ensure safe and efficient human–robot collaboration even in complex operational scenarios. The technology has fully integrated across our MSR, VFR, and CSR product lines, enabling them to execute complex tasks with exceptional precision and reliability.

Ensure highly reliable object recognition and accurate code decoding.
Integrates LiDAR, depth cameras, and vision sensors to enable real-time obstacle detection and personnel safety monitoring.
Maintains perception accuracy and system stability under diverse lighting, stacking, and environmental conditions.
Enables comprehensive 3D environmental awareness & real-time adaptation to varying warehouse conditions.

Applications

3D Vision Pallet Handling

Through GALAXIS’s proprietary recognition algorithms, the system accurately identifies pallet positions under varying lighting, angles, and occlusion conditions, enabling safe and efficient material handling operations.

Key Benefits:

  • Pose estimation error≤ ±5 mm
  • Real-time correction in dynamic environments
  • Runs on embedded platforms optimized for high-density storage and positioning

Visual Eagle-Eye Location Detection

The PI Platform enables intelligent warehouse slot detection and target tracking through advanced high-resolution image analysis. It continuously monitors rack conditions and storage position deviations in real time, optimizing warehouse space utilization and inbound strategies for greater operational efficiency and accuracy.

Key Benefits:

  • Position recognition accuracy≤±10mm
  • Real-time shelf deviation alerts and automatic position compensation
  • Scalable for multi-zone and multi-tier warehouse environments

3D Vision Picking & Verification

Applied in intelligent picking and verification systems, the PI platform utilizes advanced 3D vision algorithms and image learning to achieve precise object recognition and quantity verification. It supports high-accuracy checking and defect detection at goods-to-person workstations, improving overall operational efficiency and reliability.

Key Benefits:

  • Picking recognition accuracy ≥ 99.9%.
  • Supports simultaneous recognition and dynamic verification of multiple SKUs.
  • Improves picking and verification efficiency by approximately 20%.

Computational Intelligence (CI)

GALAXIS Computational Intelligence (CI) is a business-driven algorithmic framework designed to address the operational demands of diverse industries. Leveraging our extensive on-site experience, deep cross-industry insights, and proprietary digital twin technology, CI enables seamless coordination and control among robotic products within an integrated operational ecosystem. By optimizing real-world operational data, CI enhances task orchestration between robotic systems and enterprise-level platforms, improving workflow efficiency while reducing implementation risks.

Seamlessly integrates robots with WMS, WCS, and RCS systems to enable end-to-end operational intelligence and unified management.
Develops queueing network and digital twin models for inbound, replenishment, picking, packing, and shipping processes to analyze and optimize overall system performance.
Covers task scheduling, path planning, deadlock prevention, and inventory allocation.

Applications

Intelligent Task Scheduling

The digital twin platform builds virtual models of the entire logistics center — covering inbound, storage, picking, packing, and shipping — enabling risk-free simulation testing and algorithm validation.

Key Benefits:

  • Reduces path conflict rate by 40%
  • Real-time shelf deviation alerts and automatic position compensation
  • Algorithms dynamically adapt to task density and real-time warehouse conditions.

Digital Twin Simulation

Applied in intelligent picking and verification systems, the PI platform utilizes advanced 3D vision algorithms and image learning to achieve precise object recognition and quantity verification. It supports high-accuracy checking and defect detection at goods-to-person workstations, improving overall operational efficiency and reliability.

Key Benefits:

  • Optimizes system bottlenecks and reduces deployment time by 25%
  • Supports seamless data integration across WMS, WCS, and RCS systems

Control Technology (CT)

GALAXIS Control Technology (CT) is an independently developed next-generation control framework that goes beyond conventional PLC-level architectures. It enables real-time monitoring and control of all robotic motion modules, ensuring operational stability even in highly complex environments. By dynamically adjusting motion trajectories through real-time feedback, and integrating Model Predictive Control (MPC), remote diagnostics, and digital twin monitoring, CT delivers online algorithm tuning, predictive maintenance, and rapid system recovery—ensuring long-term reliability and consistent performance.

Dynamically adjusts trajectories to adapt to surface and load variations.
Predicts motion behavior and optimizes control response for enhanced precision.
Achieves high robustness and responsiveness in high-speed operational environments.
Enables online debugging, predictive maintenance, and rapid fault recovery.

Applications

High-Precision Positioning for MSR Robots

Raw material intake / finished goods outbound in manufacturing 3D vision-guided robotic arms for irregular carton handling

Key Benefits:

  • Positioning accuracy of ±1 mm
  • Reduces start/stop impact by 40%
  • Millisecond-level control cycle for rapid and precise response.

Digital Twin Simulation

Applied in intelligent picking and verification systems, the PI platform utilizes advanced 3D vision algorithms and image learning to achieve precise object recognition and quantity verification. It supports high-accuracy checking and defect detection at goods-to-person workstations, improving overall operational efficiency and reliability.

Key Benefits:

  • Optimizes system bottlenecks and reduces deployment time by 25%
  • Supports seamless data integration across WMS, WCS, and RCS systems

Built for Scalable Warehouse Automation.

Designed to support your storage density, operational efficiency, and future growth with flexible intelligent automation solutions.

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