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
109050276 class2.Parameterset1.test.json.2g1i3jij ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050277 class2.Parameterset2.test.json.2g1i3je4 ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050278 class2.Parameterset3.test.json.2g1i3j95 ball-bearing-fault 1s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050279 class2.Parameterset4.test.json.2g1i3iqt ball-bearing-fault 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
109050282 class2.Parameterset6.test.json.2g1i3iee ball-bearing-fault 1s 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
109050284 class2.Parameterset8.test.json.2g1i3i5t ball-bearing-fault 0s Dataset for Sensorless Drive Diagnosis none audio @ 10000Hz
109050281 class1.Parameterset2.test.json.2g1i3hme 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
109050287 class1.Parameterset4.test.json.2g1i3h4a 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
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