ARMxy BL370 series embedded controller is very suitable for smart warehousing solutions. Whether it is used for AGV control, cargo tracking, environmental monitoring or automated equipment management
Case Details
The ARMxy BL370 series embedded industrial controller can fully leverage its high performance, flexible scalability, and industrial-grade stability in smart warehousing solutions. Below is an analysis of its typical applications in smart warehousing scenarios, based on the features of the BL370 series.
Application Scenarios of BL370 in Smart Warehousing
Smart warehousing involves automated equipment (such as AGVs, robotic arms, and conveyor belts), sensor networks, data acquisition and processing, and connectivity with cloud platforms. The following features of the BL370 series make it highly suitable for such scenarios:
- High-Performance Computing and AI Support: Equipped with the Rockchip RK3562/RK3562J processor (quad-core Cortex-A53, up to 2.0GHz) and a built-in 1TOPS NPU, it supports deep learning frameworks like TensorFlow and PyTorch, enabling image recognition (e.g., barcode scanning, shelf item detection) or path optimization in warehousing.
- Rich I/O Interfaces: Supports 1-3 10/100M Ethernet ports, RS485, CAN, DI/DO, AI/AO, and other interfaces, allowing connection to sensors, PLCs, RFID readers, etc., for cargo tracking, environmental monitoring (e.g., temperature and humidity), and device control.
- Flexible Scalability: Through X-series and Y-series I/O boards, users can configure RS232/485, CAN, GPIO, analog inputs/outputs, and more to adapt to various warehousing equipment (e.g., stackers, conveyors).
- Communication Capabilities: Supports WiFi, 4G/5G modules, and Bluetooth, suitable for real-time data transmission to Warehouse Management Systems (WMS) or cloud platforms for inventory management and remote monitoring.
- Industrial-Grade Stability: Operates in a wide temperature range of -40 to 85°C, with IP30 protection, and has passed electromagnetic compatibility and environmental adaptability tests, suitable for warehousing environments with potential vibration, dust, and temperature fluctuations.
- Software Support: Pre-installed with BLloTLink protocol conversion software, supporting protocols like Modbus, MQTT, and OPC UA, it seamlessly integrates with WMS, ERP, or mainstream IoT cloud platforms (e.g., AWS IoT, Alibaba Cloud). Node-RED and Docker enable rapid development of warehousing automation workflows.
Specific Application Cases
Here are several typical applications of the BL370 in smart warehousing:
(1) AGV Navigation and Control
- Function: The BL370 serves as the core controller for AGVs (Automated Guided Vehicles), handling navigation algorithms, sensor data fusion (e.g., LiDAR, ultrasonic sensors), and path planning.
- Implementation:
- Uses the NPU for real-time image processing (e.g., landmark or obstacle recognition).
- Communicates with motor drivers via CAN or RS485 to control AGV movement.
- Y-series I/O boards (e.g., Y95/Y96) support PWM output and pulse counting for precise control and positioning.
- 4G/5G modules enable real-time communication with the central scheduling system.
- Advantages: High-performance processor and flexible I/O configurations support complex navigation algorithms, while wide-temperature design ensures stable operation in cold storage environments.
(2) Cargo Tracking and Inventory Management
- Function: Real-time cargo tracking via RFID or barcode scanning, with data uploaded to WMS for inventory management.
- Implementation:
- X-series I/O boards (e.g., X20) provide multiple RS232/485 interfaces to connect RFID readers or barcode scanners.
- BLloTLink software converts collected data into MQTT protocol for upload to cloud platforms (e.g., Thingsboard).
- Node-RED enables rapid development of data processing workflows, such as inventory anomaly alerts.
- Advantages: Multiple interfaces support various device integrations, and protocol conversion software simplifies integration with existing systems.
(3) Environmental Monitoring and Energy Management
- Function: Monitors warehouse environmental conditions (temperature, humidity) and energy consumption data to optimize energy use and ensure proper storage conditions.
- Implementation:
- Y-series I/O boards (e.g., Y51/Y52) support PT100/PT1000 RTD measurements for high-precision temperature and humidity monitoring.
- Data is transmitted to an Energy Management System (EMS) via Ethernet or 4G.
- BLRAT tool enables remote access for maintenance personnel to monitor environmental status in real time.
- Advantages: Wide voltage input (9-36VDC) and overcurrent protection ensure stability in complex power environments.
(4) Automated Equipment Control
- Function: Controls conveyor belts, stackers, robotic arms, etc., for automated sorting and storage.
- Implementation:
- X-series I/O boards (e.g., X23/X24) provide DI/DO interfaces for switching control and status detection.
- Supports Qt-5.15.10 for developing Human-Machine Interfaces (HMI), output via HDMI to touchscreens for operator monitoring.
- Docker containers deploy control programs, improving system maintainability.
- Advantages: Modular I/O design enables quick adaptation to different devices, and the Linux system supports complex control logic.
Advantages of Smart Warehousing Solutions
Using the BL370 series for smart warehousing solutions offers the following benefits:
- Modular Design: SOM boards and I/O board combinations meet the needs of different warehouse scales and equipment, reducing customization costs.
- High Reliability: Passes EMC tests (ESD, EFT, Surge, etc.) and environmental tests (-40 to 85°C, vibration, drop), ensuring long-term stable operation.
- Rapid Deployment: Pre-installed BLloTLink and BLRAT software support mainstream protocols and cloud platforms, shortening system integration time.
- Development Support: Rich development examples (Node-RED, Qt, Docker, NPU, etc.) reduce secondary development complexity, ideal for rapid prototyping and customization.
Implementation Recommendations
- Hardware Selection:
- For scenarios requiring high-performance computing (e.g., vision processing), choose SOM372 (32GB eMMC, 4GB LPDDR4X, RK3562J).
- For multi-device connectivity, select BL372B (3 Ethernet ports, 2 Y-board slots).
- For cold storage applications, choose SOM370/371/372, supporting -40 to 85°C.
- Software Configuration:
- Use Ubuntu 20.04 and Qt-5.15.10 to develop HMI interfaces for enhanced user interaction.
- Leverage BLloTLink for protocol conversion with WMS/ERP, recommending MQTT for efficient communication in low-bandwidth environments.
- Deploy Node-RED to design automation workflows, such as triggers for cargo inbound/outbound processes.
- Network and Security:
- Use 4G/5G modules to ensure real-time data transmission, with BLRAT for remote maintenance.
- Regularly update the Linux kernel (5.10.198) to address potential security vulnerabilities.
- Testing and Validation:
- Conduct electromagnetic compatibility and environmental tests before implementation to ensure stability in actual warehousing environments.
- Simulate high-load scenarios (e.g., multiple AGVs working collaboratively) to test system performance.
Conclusion
The ARMxy BL370 series embedded industrial controller, with its high-performance processor, flexible I/O expansion, robust software ecosystem, and industrial-grade reliability, is highly suitable for smart warehousing solutions. Whether for AGV control, cargo tracking, environmental monitoring, or automated equipment management, the BL370 provides efficient and stable support. Through its modular design and rich development resources, users can quickly build customized smart warehousing systems, improving efficiency and reducing operational costs.