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Shock and Vibration
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2017
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Article
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Tab 9
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Research Article
Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings
Table 9
Confusion matrices for MFPT (a) 96
96 and (b) 32
32 scalograms for the proposed architecture.
(a)
ā
N
IR
OR
N
99.9%
0.0%
0.1%
IR
0.0%
100%
0.0%
OR
0.1%
0.0%
99.9%
(b)
ā
N
IR
OR
N
99.6%
0.1%
0.3%
IR
0.0%
100%
0.0%
OR
0.5%
0.0%
99.5%