ARMxy ARM Embedded Computer Supports 1TOPS NPU for Machine Learning
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1. Overview
The ARMxy BL410 series is a versatile industrial ARM controller designed for flexible I/O configuration. It is based on the RK3568J/RK3568B2 processor, featuring aquad-core ARM Cortex-A55 architecture with clock speed up to 1.8GHz/2.0GHz. The device is equipped with 8/16/32GB eMMC storage and various combinations of 1/2/4GB LPDDR4X RAM. Additionally, it includes a built-in 1TOPS computing power Neural Processing Unit (NPU) for supporting deep learning tasks.
The BL410 series ARM embedded computer offers a rich array of interfaces including
3 x 100Mhz Ethernet ports, 2 x USB 2.0 ports, 1 x optional HDMI 2.0a port, 1 x optional X series IO board, 2 x optional Y series IO boards. These interfaces support various functions such as communication, PWM output, pulse counting, and data acquisition and control. The BL410 also supports hardware decoding of 1080P@60fps videos.
Additionally, it features a built-in Mini PCIe interface to support communication modules such as Bluetooth, WiFi, and 4G modules.
The BL410 series ARM embedded computers support Linux-4.19.232, Linux-RT-4.19.232 kernels, Debian-10.13, Android 13, Docker containers, Node-RED, and Qt-5.15.2 for graphical interface development tools. In addition, BL410 is compatible with BLIoTLink industrial protocol conversion software for data collection and transformation, and can seamlessintegration with various mainstream IoT cloud platforms and industrial SCADA software. Users can leverage the BLRAT for remote access and maintenance of the BL410 embedded computer. Additionally, with support for Node-Red, users can rapidly develop IoT applications on the BL410.
The BL410 series ARM embedded computer has undergone rigorous electrical performance design and high-low temperature testing to ensure stability and reliability. It is designed for DIN35 rail mounting, making it suitable for various industrial application environments.
This embedded computer is widely used in industrial IoT, photovoltaic power generation and energy storage systems, automation control, and transportation and rail applications.
2. Typical Application Areas
u Industrial Control
u Edge Computing
u Data Acquisition
u Energy Storage Systems
u Photovoltaic Power Generation
u IoT Gateway
u Rail Transportation
u Smart Devices
Hardware | Parameters |
CPU | Rockchip RK3568J/RK3568B2, 22nm |
ARM Cortex-A55 cores (64-bit) with a clock speed of 1.4GHz in normal mode and up to 1.8GHz in overdrive mode. | |
RK3568B2 clock speed 2.0GHz | |
NPU: 1 TOPS Supports INT8/INT16/FP16/BFP16 Supports TensorFlow/PyTorch/Caffe/MXNet deep learning frameworks | |
Encoder: Supports 4K@60fps H.265/H.264 video decoding | |
Decoder: Supports 1080P@60fps H.265/H.264 video encoding | |
ROM | 8/16/32GByte eMMC |
RAM | 1/2/4GByte LPDDR4X |
ETH | RJ-45, 1~3, 3x100M, ESD Level 3, EFT Level 3 |
USB | 2x USB2.0 HOST(USB1, USB2), supports high-speed 480Mbps, ESD Level 3 |
HDMI | 1x HDMI2.0a, support 1080P@120fps, 4K@60fps |
IO Slot | X series IO board slot: 1, X series IO board, support RS485, CAN, RS232, RS422, DI, DO, GPIO, etc; Y series IO board slot: 2, Y series IO board, support RS485, CAN, RS232, RS422, DI, DO, Relay output, AI, AO, PT100, PT1000, TC, etc. |
LED | 1x power indicator light |
2x user-programmable indicator light | |
Mini PCIE | 1, Supports Bluetooth, WiFi, 4G module, etc. |
SIM Slot | 1 slot, NANO |
Antenna | 2, For 4G/WIFI/GPS |
Debug | 1x Micro USB debug port |
SD Slot | 1 |
Reset | 1 reset button |
Watchdog | Onboard independent hardware watchdog |
Power | Rated DC 24V, supports wide voltage range of 9-36VDC Equipped with reverse polarity protection and overcurrent protection 3-pin terminal block with screw terminals |
Grounding | 1-pin GND terminal |
Installation | DIN35 rail mounting, wall mounting |
Material | Aluminum alloy casing + stainless steel |
Dimension | 110*83*42mm or 110*83*48mm |
Software | Parameters |
Kernel | Linux-4.19.232, Linux-RT-4.19.232, and SylixOS V2.3.12. |
File System | Buildroot-201802 Debian-10.13 Android 13 SylixOS (also known as TpsFs) KylinOS Embedded Linux V10 SP1 |
GUI development tool | Qt-5.15.2 |
Protocol Conversion Software | BLIoTLink, used for protocol conversion, such as Modbus,PLC, BACnet, IEC104, MQTT, OPC UA, support AWS IoTCore, Thingsboard, IgnitionSCADA, Alibaba IoT, HUAWEI IoT. |
Remote Access Tool | BLRAT, enables remote device access for convenient remote maintenance. |
Other Software | Node-Red, Python, Docker, C#, MySQL, SQLite |
3. Product Selection
The ARMxy series ARM embedded controllers adopt a flexible design concept, allowing users to customizeROM and RAM combinations by choosing different System-on-Module(SOM) boards as needed. Additionally, various X and Y boards can be selected to achieve diverse IO configurations, catering to the requirements of different application scenarios.
Product naming convention
Product Series - SOM Model Number - X Board Model Number - Y1 Board ModelNumber - Y2 Board Model Number
For example, if we had a specific product configuration:
ARMxy BL410 Model List
Model | ETH | USB | HDMI | X board IO Slot | Y board IO Slot | Dimension |
BL410 | 1x100Mhz | 2 | X | 1x6PIN | X | 42x83x110mm |
BL410A | 1x100Mhz | 2 | X | 1x20PIN | X | 42x83x110mm |
BL410B | 1x100Mhz | 2 | X | 1x20PIN | 2 | 48x83x110mm |
BL410C | 1x100Mhz | 2 | X | 1x10PIN | X | 42x83x110mm |
BL411 | 2x100Mhz | 2 | X | 1x6PIN | X | 42x83x110mm |
BL411A | 2x100Mhz | 2 | X | 1x20PIN | X | 42x83x110mm |
BL411B | 2x100Mhz | 2 | X | 1x20PIN | 2 | 48x83x110mm |
BL412 | 3x100Mhz | 2 | 1 | 1x6PIN | X | 42x83x110mm |
BL412A | 3x100Mhz | 2 | 1 | 1x20PIN | X | 42x83x110mm |
BL412B | 3x100Mhz | 2 | 1 | 1x20PIN | 2 | 48x83x110mm |
ARMxy BL410 SOM Model List
You can select the appropriate ROM, RAM, and temperature grade based on your requirements.
Model | MCU | Clock Speed | Kernel | NPU | eMMC | DDR4 | Temperature |
SOM410 | RK3568J | 1.8GHz | 4 x A55 | 1TOPS | 8GByte | 1GByte | -40~85°C |
SOM411 | RK3568J | 1.8GHz | 4 x A55 | 1TOPS | 16GByte | 2GByte | -40~85°C |
SOM412 | RK3568J | 1.8GHz | 4 x A55 | 1TOPS | 32GByte | 4GByte | -40~85°C |
SOM413 | RK3568B2 | 2.0GHz | 4 x A55 | 1TOPS | 4GByte | 1GByte | 0~70°C |
SOM414 | RK3568B2 | 2.0GHz | 4 x A55 | 1TOPS | 8GByte | 2GByte | 0~70°C |
SOM415 | RK3568B2 | 2.0GHz | 4 x A55 | 1TOPS | 8GByte | 4GByte | 0~70°C |
X Series IO Board Model List
You can select the appropriate X series IO board based on your requirements, ensuring that the number of pins on the X series IO board is compatible with the industrial computer's casing.
Model | RS232/RS485 | CAN | DI | DO | GPIO | PIN |
X10 | 2 | x | x | x | x | 6PIN |
X11 | x | 2 | x | x | x | 6PIN |
X12 | 1 | 1 | x | x | x | 6PIN |
X13 | x | x | 2 | 2 | x | 6PIN |
X14 | x | x | 4 | x | x | 6PIN |
X15 | x | x | x | 4 | x | 6PIN |
X16 | x | x | x | x | 4 | 6PIN |
X20 | 4 | x | x | x | x | 10PIN |
X21 | 3 | 1 | x | x | x | 10PIN |
X22 | 2 | 2 | x | x | x | 10PIN |
X23 | 4 | x | 4 | 4 | x | 20PIN |
X24 | 3 | 1 | 4 | 4 | x | 20PIN |
X25 | 2 | 2 | 4 | 4 | x | 20PIN |
X26 | 2 | x | 8 | 4 | x | 20PIN |
X27 | 1 | 1 | 8 | 4 | x | 20PIN |
X28 | 2 | x | 12 | x | x | 20PIN |
X29 | 1 | 1 | 12 | x | x | 20PIN |
X30 | x | x | x | x | 16 | 20PIN |
Y Series IO Board Model List
You can select the appropriate Y series IO board based on your requirements, as the Y series IO modulesare compatible with all Y slots. When the Y63 is selected, you can not choose second Y-series IO board.
Model | Description | Model | Description | |
Y01 | 4DI+4DO, NPN | Y41 | 4AO, 0/4~20mA | |
Y02 | 4DI+4DO, PNP | Y43 | 4AO, 0~5/10V | |
Y11 | 8DI, NPN | Y46 | 4AO, ±5V/±10V | |
Y12 | 8DI, PNP | Y51 | 2RTD, 3-Wire PT100 | |
Y21 | 8DO, PNP | Y52 | 2RTD, 3-Wire PT1000 | |
Y22 | 8DO, NPN | Y53 | 2RTD, 4-Wire PT100 | |
Y24 | 4DO, Relay | Y54 | 2RTD, 4-Wire PT1000 | |
Y31 | 4AI, single-ended, 0/4~20mA | Y56 | Resistance measurement | |
Y33 | 4AI, single-ended, 0~5/10V | Y57 | Voltage measurement | |
Y34 | 4AI, differential, 0~5/10V | Y58 | 4TC | |
Y36 | 4AI, differential, ±5V/±10V | Y63 | 4 RS485 or RS232 |
4. Electromagnetic Compatibility Testing
Tests | Interface | Standard | Level | Description |
ESD immunity | Power ports Signal ports | GB/T 17626.2-2018 / IEC61000-4-2:2008 | Level 3 | Air ±8KV, Contact±6KV |
EFT immunity | Power ports Signal ports | GB/T 17626.4-2018 / IEC61000-4-4:2012 | Level 3 | |
Surge (lightning) immunity | Power ports Signal ports | GB/T 17626.5-2019 / IEC61000-4-5:2014 | Level 3 | |
Conducted susceptibility to RF field induced disturbances | Power ports Signal ports | GB/T 17626.6-2017 / IEC61000-4-6:2013 | Level 3 | 10V/150kHz~80MHz |
Conducted interference | Power ports Signal ports | GB/T 6113.201-2018 / CISPR 16-2-1:2017 | 150kHz~30MHz |