george / vibration-analysis-model-v20230319 Public
Target: Nordic nRF9160 DK (Cortex-M33 64MHz) Clone this project

Test data

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Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Length Accuracy Result
misalg_z_090_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_001-5_Ch08_100g_PE_Acceleration.s5 unbalance 996ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_001-4_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_003_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_089-3_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_001-4_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_002-5_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_001_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_001-5_Ch08_100g_PE_Acceleration.s1 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_002-4_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_089-2_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_001-2_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_002-2_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_002-3_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_088_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_089_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_001-6_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_000-6_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_088-2_Ch08_100g_PE_Acceleration.s3 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_087_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_001-3_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_087-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_000-8_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
misalg_z_088-3_Ch08_100g_PE_Acceleration.s5 misalignment 992ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
misalg_z_086_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-9_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
misalg_z_086-2_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_002-4_Ch08_100g_PE_Acceleration.s5 unbalance 993ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_002_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_003_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_085-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_003-2_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
bearing_001-5_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_002-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_002-5_Ch08_100g_PE_Acceleration.s5 unbalance 995ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_003-4_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-8_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_001_Ch08_100g_PE_Acceleration.s4 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_086-3_Ch08_100g_PE_Acceleration.s5 misalignment 997ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_001-2_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-6_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_002_Ch08_100g_PE_Acceleration.s5 unbalance 995ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-2_Ch08_100g_PE_Acceleration.s5 bearing 997ms 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_003-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-7_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_001-3_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_002-2_Ch08_100g_PE_Acceleration.s5 bearing 997ms 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_003-3_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_000-9_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_003-2_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_087-2_Ch08_100g_PE_Acceleration.s1 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_002-2_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_085-2_Ch08_100g_PE_Acceleration.s5 misalignment 994ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-4_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_002-3_Ch08_100g_PE_Acceleration.s1 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_001-3_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
normal_002-6_Ch08_100g_PE_Acceleration.s5 normal 997ms 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
bearing_000-7_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
bearing_000-6_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
normal_000_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
bearing_000-4_Ch08_100g_PE_Acceleration.s1 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_000_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_000-4_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
bearing_000-3_Ch08_100g_PE_Acceleration.s2 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
ub_06_000-5_Ch08_100g_PE_Acceleration.s3 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_000-5_Ch08_100g_PE_Acceleration.s1 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
normal_000-3_Ch08_100g_PE_Acceleration.s4 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_000-3_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
misalg_z_085_Ch08_100g_PE_Acceleration.s5 misalignment 991ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
normal_000-5_Ch08_100g_PE_Acceleration.s3 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
normal_000-2_Ch08_100g_PE_Acceleration.s2 normal 1s 100% 1 normal
Show classification Show in data acquisition Show in feature explorer
ub_06_000-3_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_084-3_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_083-3_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_084-2_Ch08_100g_PE_Acceleration.s4 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_000-4_Ch08_100g_PE_Acceleration.s5 unbalance 992ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
misalg_z_084_Ch08_100g_PE_Acceleration.s2 misalignment 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
ub_06_000-2_Ch08_100g_PE_Acceleration.s2 unbalance 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
bearing_000-2_Ch08_100g_PE_Acceleration.s3 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
bearing_000_Ch08_100g_PE_Acceleration.s4 bearing 1s 100% 1 bearing
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
49.38%

Confusion matrix

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Feature explorer

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