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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 7 Data set splited by load and speed

From: A multi-fault diagnosis method of gear-box running on edge equipment

Data Set Split method Train set Test set Total number of samples
   Signal Sample size Signal Sample size  
A Load B,C,D 144000 A 48000 192000
B Load A,C,D 144000 B 48000 192000
C Load A,B,D 144000 C 48000 192000
D Load A,B,C 144000 D 48000 192000
E Speed 1800,3400,3800 144000 1700 48000 192000
F Speed 1700,3400,3800 144000 1800 48000 192000
G Speed 1700,1800,3800 144000 3400 48000 192000
H Speed 1700,1800,3400 144000 3800 48000 192000