Jenny Plunkett / Predict Motor Temperature Public

Target: Cortex-M4F 80MHz Clone this project

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Predict Motor Temperature

Dataset: https://www.kaggle.com/wkirgsn/electric-motor-temperature

About this project

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Data (1,389 samples)

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37.2fkd83k5

ID: 46066050

Label: 37

Sample length: 6m 40s

70.2fkd8qei

ID: 46065445

Label: 70

Sample length: 6m 40s

47.2fkd8628

ID: 46065885

Label: 47

Sample length: 6m 40s

40.2fkd844p

ID: 46066012

Label: 40

Sample length: 6m 40s

57.2fkd8b4j

ID: 46065745

Label: 57

Sample length: 6m 40s

51.2fkd87ui

ID: 46065802

Label: 51

Sample length: 6m 40s

43.2fkd8500

ID: 46065948

Label: 43

Sample length: 6m 40s

33.2fkd82cr

ID: 46066148

Label: 33

Sample length: 6m 40s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

10 ms.

Peak RAM usage

25.0K

Flash usage

71.5K

Run this model

On any device

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Dataset summary

Data collected

154h 18m 0s

Sensors

pm, torque, stator_winding, stator_tooth, stator_yoke @ 2Hz

Labels

23 .. 113

Project info

Project ID	48306
Project version	4
License	BSD 3-Clause Clear
No. of views	63,637
No. of clones	14