Mixed reliability-oriented topology optimization for thermo-mechanical structures with multi-source uncertainties
With the rapid development of topology optimization methodology in engineering application, how to deal with the multi-source uncertainties incurs more and more attention. In this study, an efficient single-loop method is proposed for reliability-based topology optimization (RBTO) of coupled thermo-...
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| Published in: | Engineering with computers Vol. 38; no. 6; pp. 5489 - 5505 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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Springer London
01-12-2022
Springer Nature B.V |
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| Abstract | With the rapid development of topology optimization methodology in engineering application, how to deal with the multi-source uncertainties incurs more and more attention. In this study, an efficient single-loop method is proposed for reliability-based topology optimization (RBTO) of coupled thermo-mechanical continuum structure under multi-source uncertainties. To this end, a novel coupled thermo-mechanical RBTO model composed of triple-nested loops is first constructed based on fuzzy and probability theories, which aims to deal with the multi-source uncertainty factors, such as temperature rise fluctuation, thermal load variation, material property uncertainty, and manufacture tolerance. Second, a new mixed RBTO approach with single-loop is adopted to eliminate the nested triple loops, which aims to promote computational efficiency. Finally, the effectiveness and high performance of the proposed method are validated through a cantilever beam, clamped beam, and three-dimensional structure. |
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| AbstractList | With the rapid development of topology optimization methodology in engineering application, how to deal with the multi-source uncertainties incurs more and more attention. In this study, an efficient single-loop method is proposed for reliability-based topology optimization (RBTO) of coupled thermo-mechanical continuum structure under multi-source uncertainties. To this end, a novel coupled thermo-mechanical RBTO model composed of triple-nested loops is first constructed based on fuzzy and probability theories, which aims to deal with the multi-source uncertainty factors, such as temperature rise fluctuation, thermal load variation, material property uncertainty, and manufacture tolerance. Second, a new mixed RBTO approach with single-loop is adopted to eliminate the nested triple loops, which aims to promote computational efficiency. Finally, the effectiveness and high performance of the proposed method are validated through a cantilever beam, clamped beam, and three-dimensional structure. |
| Author | Wang, Xuan Yıldız, Ali Rıza Meng, Zeng Guo, Liangbing |
| Author_xml | – sequence: 1 givenname: Zeng surname: Meng fullname: Meng, Zeng organization: Institute of Applied Mechanics, School of Civil Engineering, Hefei University of Technology, Department of Mechanical Engineering, State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology – sequence: 2 givenname: Liangbing surname: Guo fullname: Guo, Liangbing organization: Institute of Applied Mechanics, School of Civil Engineering, Hefei University of Technology – sequence: 3 givenname: Ali Rıza surname: Yıldız fullname: Yıldız, Ali Rıza organization: Department of Automotive Engineering, Uludağ University – sequence: 4 givenname: Xuan orcidid: 0000-0003-2485-7095 surname: Wang fullname: Wang, Xuan email: xuanwang@hfut.edu.cn organization: Institute of Applied Mechanics, School of Civil Engineering, Hefei University of Technology |
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| Keywords | Multi-source uncertainties Fuzzy Probabilistic Reliability-based topology optimization Coupled thermo-mechanical problem |
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| SubjectTerms | Boundary conditions CAE) and Design Calculus of Variations and Optimal Control; Optimization Cantilever beams Civil engineering Classical Mechanics Computer Science Computer-Aided Engineering (CAD Control Epistemology Heat conductivity Load Load fluctuation Material properties Math. Applications in Chemistry Mathematical and Computational Engineering Methods Nested loops Optimization Original Article Systems Theory Thermal analysis Topology optimization Uncertainty |
| Title | Mixed reliability-oriented topology optimization for thermo-mechanical structures with multi-source uncertainties |
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