A novel approach of reliability-based topology optimization for continuum structures under interval uncertainties
| Autor: | Zhiping Qiu, Xia Haijun, Cai Yiru, Lei Wang, Yaowen Yang |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Optimization problem
Computer science Continuum (topology) Mechanical Engineering Topology optimization Boundary (topology) 02 engineering and technology Interval (mathematics) 01 natural sciences Industrial and Manufacturing Engineering 010101 applied mathematics 020303 mechanical engineering & transports 0203 mechanical engineering Convergence (routing) 0101 mathematics Uncertainty quantification Algorithm Reliability (statistics) |
| Zdroj: | Rapid Prototyping Journal. 25:1455-1474 |
| ISSN: | 1355-2546 |
| DOI: | 10.1108/rpj-08-2017-0163 |
| Popis: | Purpose The purpose of this paper is to propose a novel non-probabilistic reliability-based topology optimization (NRBTO) method for continuum structural design under interval uncertainties of load and material parameters based on the technology of 3D printing or additive manufacturing. Design/methodology/approach First, the uncertainty quantification analysis is accomplished by interval Taylor extension to determine boundary rules of concerned displacement responses. Based on the interval interference theory, a novel reliability index, named as the optimization feature distance, is then introduced to construct non-probabilistic reliability constraints. To circumvent convergence difficulties in solving large-scale variable optimization problems, the gradient-based method of moving asymptotes is also used, in which the sensitivity expressions of the present reliability measurements with respect to design variables are deduced by combination of the adjoint vector scheme and interval mathematics. Findings The main findings of this paper should lie in that new non-probabilistic reliability index, i.e. the optimization feature distance which is defined and further incorporated in continuum topology optimization issues. Besides, a novel concurrent design strategy under consideration of macro-micro integration is presented by using the developed RBTO methodology. Originality/value Uncertainty propagation analysis based on the interval Taylor extension method is conducted. Novel reliability index of the optimization feature distance is defined. Expressions of the adjoint vectors between interval bounds of displacement responses and the relative density are deduced. New NRBTO method subjected to continuum structures is developed and further solved by MMA algorithms. |
| Databáze: | OpenAIRE |
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