Pratyush Mallick / Wind_Turbine_Monitoring Public

Target: SiLabs Thunderboard Sense 2 (Cortex-M4F 40MHz) Clone this project

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Wind_Turbine_Monitoring

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Data (12 samples)

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Rotor_Normal.json.2r1d9cvv

ID: 77610951

Label: Rotor_Normal

Sample length: 56s

Rotor_Danger.json.2r1ddkqn

ID: 77610952

Label: Rotor_Danger

Sample length: 55s

Rotor_Stuck.json.2r1d50iu

ID: 77610953

Label: Rotor_Stuck

Sample length: 57s

Model accuracy (Unoptimized (float32))

Validation set

98.5%

Test set

On-device performance (SiLabs Thunderboard Sense 2 (Cortex-M4F 40MHz), Unoptimized (float32))

Latency

17 ms.

Peak RAM usage

11.8K

Flash usage

22.3K

Run this model

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Dataset summary

Data collected

5m 5s

Sensors

Ax, Ay, Az @ 478Hz

Labels

Rotor_Danger, Rotor_Normal, Rotor_Stuck

Project info

Project ID	78574
Project version	1
License	No license attached
No. of views	6,201
No. of clones	1