Multiresponse Parameter Optimization for the Composite Tape Winding Process Based on GRA and RSM
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-15
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Composite tape winding is an important forming process of composite materials, which can ensure good performance of composite products.
Selection and control of key process parameters in the winding process have a great influence on the properties of products, such as void content and residual stress of products.
Through experimental analysis, the residual stress and void content of the composite products are not the minimum when the prepreg winding process is carried out by using the empirical process parameters.
To solve this multiobjective optimization problem, experiments were conducted using the Box–Behnken design.
The multiobjective optimization problem is converted to a single-objective problem using grey relational analysis (GRA).
Principal component analysis (PCA) is used to quantify the relative contributions of residual stress and void content.
Regression analysis of grey relational grade (GRG) based on the experimental data was used to develop a second-order GRG prediction model.
The winding process parameters were optimized with response surface methodology (RSM), and the winding experiments were carried out with these parameters.
The experimental results show that the best combination of process parameters yields the best GRG results with better void content and residual stress.
American Psychological Association (APA)
Hong, Qi& Yaoyao, Shi. 2020. Multiresponse Parameter Optimization for the Composite Tape Winding Process Based on GRA and RSM. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1193898
Modern Language Association (MLA)
Hong, Qi& Yaoyao, Shi. Multiresponse Parameter Optimization for the Composite Tape Winding Process Based on GRA and RSM. Mathematical Problems in Engineering No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1193898
American Medical Association (AMA)
Hong, Qi& Yaoyao, Shi. Multiresponse Parameter Optimization for the Composite Tape Winding Process Based on GRA and RSM. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1193898
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1193898