Result Format

Results must be submitted as a comma separated value (CSV) file, with exactly 560 rows and 45 columns. The values must be 1 or 0, with 1 corresponding to “true” and 0 corresponding to “false”. Each row corresponds to run number, i.e., row 1 should correspond to the data in Run_1.csv, etc. The table below specifies what the values in the columns correspond to.

For example, if you thought the system has a broken input pinion gear, a fault in the outer race of the Idler Shaft, Input Side bearing, and Input Shaft imbalance, you would submit the values found in the “example” column.

Column Component Location State Example
1 Gear Input Pinion Good 0
2 Gear Input Pinion Chipped 0
3 Gear Input Pinion Broken 1
4 Gear Input Pinion Error 0
5 Gear Idler Shaft 1 Good 1
6 Gear Idler Shaft 1 Chipped 0
7 Gear Idler Shaft 1 Broken 0
8 Gear Idler Shaft 1 Error 0
9 Gear Idler Shaft 2 Good 1
10 Gear Idler Shaft 2 Chipped 0
11 Gear Idler Shaft 2 Broken 0
12 Gear Idler Shaft 2 Error 0
13 Gear Output Shaft Good 1
14 Gear Output Shaft Chipped 0
15 Gear Output Shaft Broken 0
16 Gear Output Shaft Error 0
17 Bearing Input Shaft, Input Side Good 1
18 Bearing Input Shaft, Input Side Inner 0
19 Bearing Input Shaft, Input Side Outer 0
20 Bearing Input Shaft, Input Side Ball 0
21 Bearing Idler Shaft, Input Side Good 0
22 Bearing Idler Shaft, Input Side Inner 0
23 Bearing Idler Shaft, Input Side Outer 1
24 Bearing Idler Shaft, Input Side Ball 0
25 Bearing Output Shaft, Input Side Good 1
26 Bearing Output Shaft, Input Side Inner 0
27 Bearing Output Shaft, Input Side Outer 0
28 Bearing Output Shaft, Input Side Ball 0
29 Bearing Input Shaft, Output Side Good 1
30 Bearing Input Shaft, Output Side Inner 0
31 Bearing Input Shaft, Output Side Outer 0
32 Bearing Input Shaft, Output Side Ball 0
33 Bearing Idler Shaft, Output Side Good 1
34 Bearing Idler Shaft, Output Side Inner 0
35 Bearing Idler Shaft, Output Side Outer 0
36 Bearing Idler Shaft, Output Side Ball 0
37 Bearing Output Shaft, Output Side Good 1
38 Bearing Output Shaft, Output Side Inner 0
39 Bearing Output Shaft, Output Side Outer 0
40 Bearing Output Shaft, Output Side Ball 0
41 Shaft Input Shaft Good 0
42 Shaft Input Shaft Imbalance 1
43 Shaft Input Shaft Bent 0
44 Shaft Output Shaft Good 1
45 Shaft Output Shaft Bad Key 0