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.s1721

ID: 3063665000

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s3070

ID: 3063667937

Label: fault_contact_fail, fault_probe_misalignment

Sample length: 1s

ei_pm_station2_pcb_test.s1131

ID: 3063663743

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s2540

ID: 3063666808

Label: warning_actuator_vibration, warning_contact_wear

Sample length: 1s

ei_pm_station2_pcb_test.s94

ID: 3063661567

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s2764

ID: 3063667292

Label: warning_contact_wear

Sample length: 1s

ei_pm_station2_pcb_test.s7

ID: 3063661384

Label: normal_health

Sample length: 1s

ei_pm_station2_pcb_test.s3122

ID: 3063668058

Label: fault_contact_fail, fault_probe_misalignment

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	4,289
No. of clones	0