Journal of Control Science and Engineering / 2017 / Article / Tab 2

Research Article

A Novel Multimode Fault Classification Method Based on Deep Learning

Table 2

Data description of in dataset for a given mode.

Dataset for different fault location Dataset for different fault severity Sample number
More/fewer
Fault typeFault size /mm

200/100Normal (N)0.000

200/100Inner race fault (IF)0.007
200/100Inner race fault (IF)0.014
200/100Inner race fault (IF)0.021

200/100Outer race fault (OF)0.007
200/100Outer race fault (OF)0.014
200/100Outer race fault (OF)0.021

200/100Roller fault (RF)0.007
200/100Roller fault (RF)0.014
200/100Roller fault (RF)0.021

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