Sumit KumarShubham
Published © MIT

Predictive Maintenance of Compressor Water Pumps

Applying sensor fusion with RSL10 and Bosch sensors to run a TinyML model for predictive maintenance of compressor water pumps.

IntermediateFull instructions provided2 days1,333

Things used in this project

Hardware components

RSL10-SENSE-GEVK
onsemi RSL10-SENSE-GEVK
Offering the industry’s lowest power consumption, RSL10 enables advanced wireless features while optimizing system size and battery life. The highly-integrated radio SoC features a dual-core architecture and a 2.4 GHz transceiver, providing the flexibility to support Bluetooth Low Energy and 2.4 GHz custom protocols.
×1
Bosch BME680
×1

Software apps and online services

Neuton
Neuton Tiny ML Neuton
OnSemi IDE

Story

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Schematics

Hardware

Sensor Fusion

Code

RSL10-based Monitoring of Compressor Water Pump Condition

Credits

Sumit Kumar

Sumit Kumar

32 projects • 96 followers
19 y/o. My daily routine involves dealing with electronics, code, distributed storage and cloud APIs.
Shubham

Shubham

6 projects • 10 followers
Turned 20 and can't resist myself from learning and using AI. Learning to tackle global problems.

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