Mukesh Sankhla / PM_ST5 Public

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

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PM_ST5

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Data (3,273 samples)

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ei_pm_station5_final_test.s1823

ID: 3063785778

Label: normal_health

Sample length: 1s

ei_pm_station5_final_test.s1101

ID: 3063781600

Label: normal_health

Sample length: 1s

ei_pm_station5_final_test.s2794

ID: 3063790720

Label: warning_fan_bearing_wear, warning_chamber_overheat

Sample length: 1s

ei_pm_station5_final_test.s2798

ID: 3063790735

Label: warning_chamber_overheat

Sample length: 1s

ei_pm_station5_final_test.s3223

ID: 3063792787

Label: fault_power_supply_surge, fault_cooling_fan_fail

Sample length: 1s

ei_pm_station5_final_test.s666

ID: 3063778704

Label: normal_health

Sample length: 1s

ei_pm_station5_final_test.s2290

ID: 3063788187

Label: normal_health

Sample length: 1s

ei_pm_station5_final_test.s667

ID: 3063778707

Label: normal_health

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.5%

Test set

99.5%

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

burn_in_voltage_v, burn_in_current_a, lumen_output_lm, chamber_temp_c, fan_vibration_rms_g @ 10Hz

Labels

fault_cooling_fan_fail, fault_power_supply_surge, normal_health, warning_chamber_overheat, warning_fan_bearing_wear

Project info

Project ID	1082188
License	3-Clause BSD
No. of views	2,570
No. of clones	0