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Table 4 Experimental verification of BP neural network model

From: Modeling and Optimizing the Composite Prepreg Tape Winding Process Based on Grey Relational Analysis Coupled with BP Neural Network and Bat Algorithm

No

T

F

P

V

Experiment results

GRG value

Error (%)

Tensile strength (MPa)

Void content (%)

Simulation

Experiment

1

91

325

659

7.8

972.83

0.59

0.62854

0.67143

6.39

2

73

60

1327

5.6

1088.42

0.41

0.57304

0.54732

4.49

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