✓ Validated on real hardware
Predictive Motor Maintenance
Detect early signs of motor degradation from vibration signatures using an LSTM sequence model.
by riff_team·Updated 2 weeks ago·Validated by 5 builders · 12 successful deployments · 4 riffs · 34 saves
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Predictive Motor Maintenance
Demo
Hardware
Enclosure
Riffs
What I made
An edge AI project you can build, run, and riff on real hardware.
Creator note
"Open for riffing — swap blocks, change inputs, retrain the model."
— riff_teamApplication Blocks
INPUT
PROCESSING
OUTPUT
Physical Parts
Riff + Modules
1×Riff Board
1×Vibration Sensor Module
Everything listed is required to recreate the finished project shown, unless marked Optional.
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