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A robust airfoil optimization platform is constructed based on the modified particle swarm optimization method (i.e., the second-order oscillating particle swarm method), which consists of an efficient optimization algorithm, a precise aerodynamic analysis program, a high accuracy surrogate model, and a classical airfoil parametric method. There are two improvements for the modified particle swarm method compared with the standard particle swarm method. First, the particle velocity is represented by the combination of the particle position and the variation of position, which makes the particle swarm algorithm a second-order precision method with respect to the particle position. Second, for the sake of adding diversity to the swarm and enlarging the parameter searching domain to improve the global convergence performance of the algorithm, an oscillating term is introduced to the update formula of the particle velocity. At last, taking two airfoils as examples, the aerodynamic shapes are optimized on this optimization platform. It is shown from the optimization results that the aerodynamic characteristic of the airfoils is greatly improved in a broad design range.  相似文献
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BWB民机的非圆形机身在内部增压载荷作用下引起了很高的弯曲应力,而不是传统圆形机身的表面膜应力.为了解决此问题,针对150座BWB民机机身结构特点,建立了三种改进的复合材料三舱室机身结构模型,在大变形条件下进行了优化计算分析.研究结果表明,此方法不仅有效降低了增压载荷下非圆形机身的弯曲应力和变形,而且获得了机身结构优化设计方案和复合材料铺层厚度的优化比例,为BWB民机机身设计提供了重要参考.  相似文献
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