Smart Industrial Machine Vibration Telemetry via MEMS Accelerometer & FFT
High-bandwidth 3-axis accelerometer node running 1024-point on-chip FFT to detect bearing ball pass frequencies and shaft imbalance.
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Project Technical Overview
Magnetic-mount vibration transmitter for factory pumps and turbines. Samples 3-axis high-g accelerations at 6.4 kHz, computes Fast Fourier Transforms (FFT) on the edge microcontroller, and transmits spectral peak frequencies over RS485/Modbus to flag failing ball bearings.
Read the foundational IEEE conference research paper, citations, and algorithmic architecture for this project.