Designing foam filled sandwich panels for blast mitigation using a hybrid evolutionary optimization algorithm
Developing sandwich structures with high energy absorption capability is important for shock loading applications. In the present study, a hybrid evolutionary optimization technique based on Multi-Island Genetic Algorithm and Hooke-Jeeves Algorithm is used in the design stage of the sandwich structu...
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| Published in | Composite structures Vol. 158; pp. 72 - 82 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
15.12.2016
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0263-8223 1879-1085 1879-1085 |
| DOI | 10.1016/j.compstruct.2016.07.081 |
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| Abstract | Developing sandwich structures with high energy absorption capability is important for shock loading applications. In the present study, a hybrid evolutionary optimization technique based on Multi-Island Genetic Algorithm and Hooke-Jeeves Algorithm is used in the design stage of the sandwich structures to obtain effective results. Optimum parameters of cell geometry were investigated using the hybrid optimization algorithm to design foam filled sandwich panels for three main boundary conditions. Shock tube experiments were conducted in order to simulate the shock load effects along with 3D and 2D finite element analysis. Using the experimental results, a simulation-based design optimization approach was prepared and used to develop the designs of new sandwich structures. Promising results were obtained for all three different boundary conditions. In the simply supported case, 21% improvement of shock absorption was achieved by using 57% less volume of foam with respect to the original fully foam filled sandwich panel. In the clamped-clamped case, 16% improvement of shock absorption with 52% less volume was obtained. In the rigid base case study, 6% improvement of shock absorption with 38% less volume usage was achieved. The structures developed in this study will be of use in the defense, automotive and other industries. |
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| AbstractList | Developing sandwich structures with high energy absorption capability is important for shock loading applications. In the present study, a hybrid evolutionary optimization technique based on Multi-Island Genetic Algorithm and Hooke-Jeeves Algorithm is used in the design stage of the sandwich structures to obtain effective results. Optimum parameters of cell geometry were investigated using the hybrid optimization algorithm to design foam filled sandwich panels for three main boundary conditions. Shock tube experiments were conducted in order to simulate the shock load effects along with 3D and 2D finite element analysis. Using the experimental results, a simulation-based design optimization approach was prepared and used to develop the designs of new sandwich structures. Promising results were obtained for all three different boundary conditions. In the simply supported case, 21% improvement of shock absorption was achieved by using 57% less volume of foam with respect to the original fully foam filled sandwich panel. In the clamped-clamped case, 16% improvement of shock absorption with 52% less volume was obtained. In the rigid base case study, 6% improvement of shock absorption with 38% less volume usage was achieved. The structures developed in this study will be of use in the defense, automotive and other industries. |
| Author | Karen, Idris Yazici, Murat Shukla, Arun |
| Author_xml | – sequence: 1 givenname: Idris orcidid: 0000-0002-8903-1414 surname: Karen fullname: Karen, Idris email: idris.karen@bou.edu.tr organization: Bursa Orhangazi University, Engineering Faculty, Mechanical Engineering Department, Yildirim Campus 16310, Bursa, Turkey – sequence: 2 givenname: Murat surname: Yazici fullname: Yazici, Murat organization: Uludag University, Engineering Faculty, Automotive Engineering Department, 16059 Bursa, Turkey – sequence: 3 givenname: Arun surname: Shukla fullname: Shukla, Arun organization: The University of Rhode Island, Dynamic Photomechanics Laboratory, Department of Mechanical Industrial and Systems Engineering, 92 Upper College Road, Kingston 02881, RI, USA |
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| Keywords | Corrugated steel core Sandwich panel Shock tube Blast loading Hybrid evolutionary algorithm Polymer foam infill |
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| SubjectTerms | Absorption Algorithms Blast loading Corrugated steel core Design analysis Design optimization Foams Hybrid evolutionary algorithm Optimization Polymer foam infill Sandwich construction Sandwich panel Sandwich structures Shock tube |
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| Title | Designing foam filled sandwich panels for blast mitigation using a hybrid evolutionary optimization algorithm |
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