Mukesh Sankhla / PM_ST2 Public

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

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PM_ST2

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Data (3,273 samples)

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ei_pm_station2_pcb_test.s398

ID: 3063662208

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s1168

ID: 3063663820

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s2305

ID: 3063666267

Label: warning_actuator_vibration, warning_contact_wear

Sample length: 1s

ei_pm_station2_pcb_test.s2472

ID: 3063666652

Label: warning_contact_wear

Sample length: 1s

ei_pm_station2_pcb_test.s2205

ID: 3063666038

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s182

ID: 3063661752

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s1719

ID: 3063664994

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s347

ID: 3063662104

Label: normal_health

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.7%

Test set

98.3%

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

ict_probe_force_n, actuator_vibration_g, test_fixture_voltage_v, test_fixture_current_a, contact_resistance_mOhm @ 10Hz

Labels

fault_contact_fail, fault_probe_misalignment, normal_health, warning_actuator_vibration, warning_contact_wear

Project info

Project ID	1082184
License	3-Clause BSD
No. of views	9,601
No. of clones	0