Sumit Kumar
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 days784

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.
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Bosch BME680
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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

30 projects • 80 followers
18 y/o. My daily routine involves dealing with electronics, code, distributed storage and cloud APIs.

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