David Schwarz / Ball Bearing Fault Detection Public
Data collected
2m 39s
Train / test split
91% / 9%

Dataset

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ID Sample name Label Added Length Device Signature Created Sensors
109050291 class1.Parameterset8.test.json.2g1i3f5j normal 401ms Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050290 class1.Parameterset7.test.json.2g1i3f99 normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050289 class1.Parameterset5.test.json.2g1i3g2p normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050288 class1.Parameterset6.test.json.2g1i3gl1 normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050287 class1.Parameterset4.test.json.2g1i3h4a normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050286 class1.Parameterset1.test.json.2g1i3f5k normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050285 class1.Parameterset3.test.json.2g1i3hfv normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050284 class2.Parameterset8.test.json.2g1i3i5t ball-bearing-fault 401ms Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050283 class2.Parameterset7.test.json.2g1i3ia2 ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050282 class2.Parameterset6.test.json.2g1i3iee ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050281 class1.Parameterset2.test.json.2g1i3hme normal 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050280 class2.Parameterset5.test.json.2g1i3il5 ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
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