Edge Impulse Experts / PM_ST4 Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

PM_ST4

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (3,273 samples)

View all

ei_pm_station4_diffuser_assembly.s1987

ID: 3063745204

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s253

ID: 3063741663

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s2292

ID: 3063745804

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s2571

ID: 3063746377

Label: warning_vacuum_pump_wear, warning_pneumatic_leak

Sample length: 1s

ei_pm_station4_diffuser_assembly.s749

ID: 3063742732

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s1684

ID: 3063744594

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s497

ID: 3063742173

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s1773

ID: 3063744782

Label: normal_health

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.7%

Test set

97.9%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

1 ms.

Flash usage

15.6K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 0m 0s

Sensors

diffuser_press_force_n, pneumatic_pressure_bar, vacuum_pressure_mbar, dispenser_flow_ml_s, press_vibration_g @ 10Hz

Labels

fault_pressure_drop, fault_vacuum_fail, normal_health, warning_pneumatic_leak, warning_vacuum_pump_wear

Project info

Project ID	1082186
License	3-Clause BSD
No. of views	9,772
No. of clones	0