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AI-Driven Warehouse Efficiency

Making Warehouses More Efficient with Artificial Intelligence
 
Artificial Intelligence (AI) and machine vision are gradually being applied to warehouses to improve efficiency, enhance safety, and free workers from repetitive manual tasks so they can focus on more valuable roles. According to a report from LogisticsIO, warehouse automation is expected to be worth an estimated USD 30 billion by 2026, growing at a CAGR of 14% during the forecast period. By using industrial PCs, computer vision, and edge AI systems across various applications, warehouses can build a more comprehensive automated environment.

Robotic Arms Take on Tasks Through Machine Vision

Through machine learning and vision technologies, robotic arms can learn to identify countless items by shape, size, and color, then accurately pick and place them in designated locations for transport. This helps accelerate logistics processes and improve warehouse automation efficiency.

IPC950: Engineered for Robotic Arms
High-Performance Yet Power-Efficient
High-Performance Processor

Its high performance comes from 11th Gen Intel® Core™ i7/i5/i3 or Celeron® 6305E processors and support for up to 64GB DDR4 SO-DIMM memory. The IPC950 can handle computing and operational control tasks simultaneously without the need for additional accelerator cards.

Supports Frame Grabber Cards
Supports Frame Grabber Cards

The IPC950 supports an additional PCIe x4 slot for motion control and frame grabber cards, enabling it to detect incoming items, identify them, and then pick and place them into boxes for delivery.

High-Speed Vision Connectivity
High-Speed Vision Connectivity

Four USB 3.1 Gen2 ports are ready to connect to multiple high-resolution cameras. In addition, the 2.5GbE LAN port ensures smooth data transmission with low latency.

IPC950

AMR Fleet Carries Heavy Loads for Workers

AMRs must plan optimal routes, navigate warehouse floors autonomously, avoid obstacles, and communicate with the fleet simultaneously. For this application, it is essential to choose a high-performance, power-efficient, compact, and rugged embedded computer with diverse I/O capabilities.
AIE900B-ONX: Compact Edge AI System Powered by NVIDIA® Jetson Orin™ NX
Outstanding AI Performance
NVIDIA® Jetson Orin™ NX

The AIE900B-ONX is powered by the NVIDIA® Jetson Orin™ NX, delivering high AI performance for machine vision, mapping, navigation, and automated operation. Its advanced GPU and AI computing capability make it suitable for AMR applications that require real-time perception and decision-making at the edge.

Rugged and Sustainable Design
Compact and Rugged Design

Measuring 239 mm x 185.3 mm x 79.4 mm (W x D x H), the AIE900B-ONX fits easily into AMRs of various sizes. It supports an extended operating temperature range from -25°C to +50°C and a wide 9–36 VDC power input, with optional ignition power control.

Rich I/O for Various Applications
Rich I/O for Numerous Sensors

The AIE900B-ONX offers rich I/O interfaces, including COM, PoE, LAN, USB 3.2, HDMI, CAN bus, and 8-channel DIO, enabling seamless connectivity with 3D LiDAR sensors, 3D cameras, displays, and other end devices.

AIE900B-ONX AMR

Safety Monitoring System for Workers

Safety monitoring systems integrated into forklifts can help track each operator’s driving patterns. By analyzing this data, customers can enhance safety and use the insights for future preventive training. Through machine learning and computer vision, IP cameras can also detect whether workers are wearing appropriate safety equipment and notify operators when attention is needed.
AIE100-T2NX: Superb Choice for Safety Monitoring Systems
NVIDIA Jetson TX2 NX
NVIDIA® Jetson™ TX2 NX

The AIE100-T2NX is powered by the NVIDIA® Jetson™ TX2 NX, featuring a Pascal™ architecture GPU with 256 cores to deliver excellent graphics processing and edge AI performance for safety monitoring applications.

Rugged and Sustainable Design
Durable Design

The AIE100-T2NX can operate across a wide temperature range from -30°C to +60°C and withstand vibrations up to 3 Grms. Its fanless design, wall-mount brackets, and waterproof IP42-rated cover kit allow easy installation in rugged environments.

15W GbE PoE Port
15W GbE PoE Port

To facilitate IP camera deployment, the AIE100-T2NX is equipped with a 15W GbE PoE port for both power and video transmission. Additionally, it includes one PCI Express Mini Card slot and one SIM slot for wireless network connections to transmit data to central management systems.

AIE100-T2NX
 

Machine Vision for Speedy Barcode Reading and Freight Dimensioning

The integration of machine learning and AI is crucial for ensuring dependable last-mile delivery, as it enables swift barcode reading and efficient freight dimensioning. High-speed barcode readers can capture codes within seconds. Machine vision can measure the size and shape of goods even in motion, identify items, calculate shipping fees, and organize them for delivery. The system can also enhance delivery quality by promptly reporting issues such as damaged or missing items through edge devices.

AIE900-902-FL: Designed for Machine Vision and AI with a High-Performance NVIDIA Processor
NVIDIA Jetson AGX Xavier
NVIDIA® Jetson AGX Xavier™

The AIE900-902-FL is powered by the NVIDIA® Jetson AGX Xavier™ platform, featuring a 512-core NVIDIA Volta™ GPU with 64 Tensor Cores, capable of AI processing speeds up to 32 TOPS.

Storage Expansion
Storage Expansion

In addition to the AGX Xavier’s 32GB LPDDR4 and 32GB eMMC, the AIE900-902-FL is equipped with an M.2 M-Key 2280 slot with PCIe x4 for an optional NVMe SSD, a MicroSD slot, and a swappable external 2.5-inch SATA bay to meet different data storage needs.

Fast USB and PoE for Smart Cameras
Fast USB and PoE for Smart Cameras

The AIE900-902-FL provides two USB 3.1 Gen2 ports and two USB 3.1 Gen1 ports for connecting 3D cameras or barcode scanners. It also comes with four PoE ports for additional cameras.

AIE900-902-FL