Back to Projects
R&D
Predictive-Pulse
Vibration analysis system for industrial motors. Predicts mechanical failures before they happen using edge-based machine learning models.
Challenge & Solution
This project addressed critical efficiency gaps in the R&D sector. By deploying our custom hardware sensors and aggregating data via our propriety BitBound Cloud architecture, we achieved significant improvements in operational visibility.
Key Technologies
TinyMLSTM32TensorFlow Lite
Project Specs
- Status
- Prototype
- Tech Stack
- TinyMLSTM32TensorFlow Lite
- Category
- R&D
Impact Metrics
Downtime
Zero
Detection Rate
94%
Project Info
- TimelineQ3 2024
- IDPREDICTIVE-PULSE