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Data is collected using three accelerometers and a microphone (the first, third and fourth columns are accelerometer data, the second column is acoustic data, and the fifth column is temperature data).\nThe labelling of data is as follows {Letter}-{Letter}-{Number}-{Number}:\n\nThe following values represent the possibilities for the first letter:\n- H indicates healthy\n- R indicates rotor\n- S indicates stator\n- V indicates voltage\n- B indicates bowed\n- K indicates broken\n- F indicates faulty\n\nThe second letter is represented by the following possible values:\n- H indicates healthy\n- U indicates unbalance\n- M indicates misalignment\n- W indicates winding\n- R indicates rotor\n- A indicates rotor bars\n- B indicates bearing\n\nThe combination of both letters indicates the health state of the motor present in the data sample (e.g. H-H = a healthy motor, S-W = a stator winding fault).\n\nThe first number represents:\n- 1 is for a constant speed of 15 Hz\n- 2 is for a constant speed of 30 Hz\n- 3 is for a constant speed of 45 Hz\n- 4 is for a constant speed of 60 Hz\n- 5 is for an increasing speed from 15 Hz to 45 Hz\n- 6 is for an increasing speed from 30 Hz to 60 Hz\n- 7 is for a decreasing speed from 45 Hz to 15 Hz\n- 8 is for a decreasing speed from 60 Hz to 30 Hz\n\nThe second number represents:\n- 0 for a no load condition\n- 1 for a loaded condition\n\nThe duration of data collection was 10 seconds at a sampling frequency of 42 kHz. Each file contains 420,000 samples.\nRaw data is provided in the folders as comma separated values files (.csv) and MATLAB files (.mat).\n","version":2,"contributors":[{"institution":{"name":"University of Ottawa"},"profile_id":"7d45769d-8dc2-3564-a66c-940ca5b13983","first_name":"Mert","last_name":"Sehri"},{"institution":{"name":"University of 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