Reference Design:

BrickML

A standalone tool for measuring and monitoring machine health using machine learning at the edge.

A readily deployable plug-and-play edge ML design

BrickML is a low-power high-performance self-contained embedded device designed to run machine learning operations at the edge in industry settings.

Specifically built to be plug-and-play, BrickML is quickly implemented. Connect it to motors, pumps, or other machinery to measure machine performance and create immediate actionable insights.

Designed and built in conjunction with Reloc, BrickML module features on-board compute, sensing and communication capabilities, all packed in one compact industrial-grade dust and moisture resistant form factor. It is fully integrated into Edge Impulse's industry-leading edge ML platform, allowing for the easy addition of advanced AI algorithms.

BrickML module minimizes development time and accelerates speed to market by providing customers with both a highly integrated flexible kit for custom development as well as ready-to-use trained edge ML models.

Main applications

Embedded Machine 
Learning
Inference at the Edge
Anomaly
Detection
Voice and Sound Classification
Motor Current Signal Analysis
Environmental Condition Analysis
Connected Intelligent Sensors
Specifications
Power Supply: 2.5V to 5.0V
Standby Current:1uA
Connectivity:Wired: USB Full-Speed, Ethernet, CAN
Wireless: BLE 5.1 (output 2.2dBm),
LTE (expansion)
Expansion: CAN, UART, I2C, SPI
Size40.0mm x 23.0mm x 5.0mm
Operating Temperature: -40°C to +85°C
Certifications:
IP67 Enclosure (waterproof/dust proof)
FCC & CE wireless certified
RoHS-compliant

Processing and Storage
32-bit ARM® Cortex®-M33 core with FPU
200 MHz clock speed
Up-to 2MB code flash memory, 8KB data flash and 512KB RAM
128Mbit on-board serial flash
SD card storage
Bluetooth 5.1 core specification compliant BLE transceiver and link layer
USB 2.0 Full-Speed device connector
Expansion pinout: Ethernet 10/100, USB 2.0 High-Speed, CAN, LTE, UART, I2C, SPI
Sensors
Audio:
Knowles SPH0641LU4H-1 microphone (100hZ – 80,000hZ frequency range)
Current: Voltage input to ADC for MCSA applications
Humidity and temperature: Renesas HS3001 high-performance temperature/humidity sensor
Available from Mouser
Learn more
For more info, get in touch with sales@edgeimpulse.com

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