VECTORALAB EDGE

Edge Intelligence for Industrial Vibration Monitoring

Acquire machine vibration, process signals locally, extract diagnostic features, and perform intelligent health assessment at the edge — then connect the results to the VectoraLab analysis platform.

STM32H750IIS3DWBDSP PipelineTinyML INT8Edge-OnlyNo Cloud
IIS3DWB3-AxisVibrationSTM32H750Cortex-M7~480 MHzDSP · TinyMLFeature ExtractionTinyML1D-CNNINT8Health920–100CommsHostPlatform
STM32H750MCU
~480 MHzCortex-M7
IIS3DWBAccelerometer
26.7 kHzSample Rate
2048Frame Size
INT8Inference
0–100Health Score

MCU

STM32H750 — Processing Core

The STM32H750VBT6 provides the computational muscle for the entire pipeline. Its dual-precision FPU accelerates FFT and statistical computations, while the Cortex-M7 cache architecture ensures deterministic real-time behavior.

MicrocontrollerSTM32H750VBT6
ArchitectureARM Cortex-M7
Clock Speed~480 MHz
Flash Memory128 KB (ext. QSPI)
SRAM864 KB
FPUDouble-precision
DSP InstructionsSIMD, MAC
AI FrameworkX-CUBE-AI

Architecture

End-to-End Edge Pipeline

Seven tightly coupled stages — from raw vibration to actionable health score — all running on the STM32H750 without cloud dependency.

Click any node to see its description.

VectoraLab Edge Hardware | Industrial Vibration Monitoring & Edge AI