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首页> 外文期刊>Journal of applied mathematics >Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner
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Metamodel-Based Multidisciplinary Design Optimization of a Deep-Sea Manganese Nodules Test Miner

机译:深海锰结核试验矿工基于元模型的多学科设计优化

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A deep-sea manganese nodules test miner has not only coupled relationship between system components but also various design requirements of each system to meet the specified multitasks. To accomplish the multiobjectives of complex systems, multidisciplinary design optimization (MDO) is performed. Metamodels such as the kriging model and the response surface model are employed to reduce computational costs for MDO and to integrate component systems in a design framework. After verifying the accuracy of each metamodel, metamodel-based MDO for a deep-ocean test miner is formulated and performed. Finally, results and advantages of the proposed design methodology are discussed.
机译:一个深海锰结核测试矿工不仅具有系统组件之间的耦合关系,而且还具有每个系统的各种设计要求,以满足指定的多任务需求。为了实现复杂系统的多目标,执行了多学科设计优化(MDO)。使用诸如克里格模型和响应面模型之类的元模型来减少MDO的计算成本,并将组件系统集成到设计框架中。在验证了每个元模型的准确性之后,制定并执行了用于深海测试矿工的基于元模型的MDO。最后,讨论了所提出的设计方法的结果和优点。

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