✓ Validated on real hardware

Predictive Motor Maintenance

Detect early signs of motor degradation from vibration signatures using an LSTM sequence model.

by yoda_team·Updated 2 weeks ago·Validated by 5 builders · 12 successful deployments · 4 remixes · 34 saves
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Predictive Motor Maintenance project photo
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Predictive Motor Maintenance
Demo
Hardware
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What I made

An edge AI project you can build, run, and remix on real hardware.

Creator note

"Open for remixing — swap blocks, change inputs, retrain the model."

— yoda_team

Application Blocks

INPUT
Vibration Sensor
PROCESSING
Fault Detection
OUTPUT
Log Event

Physical Parts

YODA + Modules
1×YODA Board
1×Vibration Sensor Module
Everything listed is required to recreate the finished project shown, unless marked Optional.

Project Lineage

BUILT FROM
Motor Vibration Baseline
THIS PROJECT
Predictive Motor Maintenance
REMIXES
Bearing Wear Alert
Fan Motor Health Variant
Factory Shift Monitor

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