Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis
To date, composite material has drawn significant attention due to its extended properties in various application. Many factors need to be considered in designing the composites which might leads to complex decision making. Therefore, this study focuses on analyzing and optimizing various factors in...
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Institute of Physics Publishing
2019
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my.utp.eprints.235612021-08-19T07:56:43Z Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis Syarafuddin Salam, S. Mizamzul Mehat, N. Kamaruddin, S. To date, composite material has drawn significant attention due to its extended properties in various application. Many factors need to be considered in designing the composites which might leads to complex decision making. Therefore, this study focuses on analyzing and optimizing various factors including combination of material, volume fraction of fiber, ply angle, ply quantity, ply thickness and load applied via integration of the Taguchi method / Principal component analysis along with analytical analysis of Chamis equation. The finite element was adopted in conducting the analysis. Three responses were considered for the laminated composites namely displacement, stress and strain. The findings from the main effects analysis showed that the set of optimum parameters was identified as load applied of 2000N, ply thickness of 0.08 mm, ply quantity of 12 plies, ply angle of 0,90,0 °, material combination of boron/epoxy as well as volume fraction of 65. © 2019 Published under licence by IOP Publishing Ltd. Institute of Physics Publishing 2019 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071878009&doi=10.1088%2f1757-899X%2f551%2f1%2f012110&partnerID=40&md5=058c72d21355f0c0d03e095c2b4d0cba Syarafuddin Salam, S. and Mizamzul Mehat, N. and Kamaruddin, S. (2019) Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis. In: UNSPECIFIED. http://eprints.utp.edu.my/23561/ |
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To date, composite material has drawn significant attention due to its extended properties in various application. Many factors need to be considered in designing the composites which might leads to complex decision making. Therefore, this study focuses on analyzing and optimizing various factors including combination of material, volume fraction of fiber, ply angle, ply quantity, ply thickness and load applied via integration of the Taguchi method / Principal component analysis along with analytical analysis of Chamis equation. The finite element was adopted in conducting the analysis. Three responses were considered for the laminated composites namely displacement, stress and strain. The findings from the main effects analysis showed that the set of optimum parameters was identified as load applied of 2000N, ply thickness of 0.08 mm, ply quantity of 12 plies, ply angle of 0,90,0 °, material combination of boron/epoxy as well as volume fraction of 65. © 2019 Published under licence by IOP Publishing Ltd. |
| format |
Conference or Workshop Item |
| author |
Syarafuddin Salam, S. Mizamzul Mehat, N. Kamaruddin, S. |
| spellingShingle |
Syarafuddin Salam, S. Mizamzul Mehat, N. Kamaruddin, S. Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| author_facet |
Syarafuddin Salam, S. Mizamzul Mehat, N. Kamaruddin, S. |
| author_sort |
Syarafuddin Salam, S. |
| title |
Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| title_short |
Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| title_full |
Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| title_fullStr |
Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| title_full_unstemmed |
Optimization of Laminated Composites Characteristics via integration of Chamis Equation, Taguchi method and Principal Component Analysis |
| title_sort |
optimization of laminated composites characteristics via integration of chamis equation, taguchi method and principal component analysis |
| publisher |
Institute of Physics Publishing |
| publishDate |
2019 |
| url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85071878009&doi=10.1088%2f1757-899X%2f551%2f1%2f012110&partnerID=40&md5=058c72d21355f0c0d03e095c2b4d0cba http://eprints.utp.edu.my/23561/ |
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13.211869 |