Edge Impulse Experts / PM_ST4 Public

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

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PM_ST4

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Data (3,273 samples)

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ei_pm_station4_diffuser_assembly.s321

ID: 3063741803

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s139

ID: 3063741424

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s2083

ID: 3063745398

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s3061

ID: 3063747355

Label: fault_pressure_drop, fault_vacuum_fail

Sample length: 1s

ei_pm_station4_diffuser_assembly.s2404

ID: 3063746040

Label: warning_pneumatic_leak, warning_vacuum_pump_wear

Sample length: 1s

ei_pm_station4_diffuser_assembly.s3184

ID: 3063747595

Label: fault_vacuum_fail, fault_pressure_drop

Sample length: 1s

ei_pm_station4_diffuser_assembly.s277

ID: 3063741729

Label: normal_health

Sample length: 1s

ei_pm_station4_diffuser_assembly.s973

ID: 3063743175

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

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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	13,478
No. of clones	0