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

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

Abstract As a significant way to manufacture revolving body composite, the composite prepreg tape winding technology is widely applied to the domain of aerospace motor manufacture. Processing parameters, including heating temperature, tape tension, roller pressure, and winding velocity, have conside...

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Bibliographic Details
Main Authors: Bo Deng, Yaoyao Shi
Format: Article
Language:English
Published: SpringerOpen 2019-08-01
Series:Nanoscale Research Letters
Subjects:
Composite tape winding process
Tensile strength
Void content
Backpropagation neural network
Bat algorithm
Online Access:http://link.springer.com/article/10.1186/s11671-019-3118-4

Internet

http://link.springer.com/article/10.1186/s11671-019-3118-4

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