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启发式算法在大飞机设计中的应用综述
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作者 武虎子 唐长红 +1 位作者 耿建中 姚海林 《飞行力学》 CSCD 北大核心 2012年第2期101-104,共4页
主要介绍了神经网络系统、遗传算法、粒子群算法、模拟退火算法、支持向量机几种启发式优化算法(Heuristic Optimization Algorithm,HOA)在大飞机设计领域的发展和应用现状,对比分析了算法在航空工程设计上的优缺点,展望了启发式算法的... 主要介绍了神经网络系统、遗传算法、粒子群算法、模拟退火算法、支持向量机几种启发式优化算法(Heuristic Optimization Algorithm,HOA)在大飞机设计领域的发展和应用现状,对比分析了算法在航空工程设计上的优缺点,展望了启发式算法的发展方向,为大飞机设计提供了宝贵的理论和经验。 展开更多
关键词 启发式优化算法 大飞机设计 应用现状 发展方向
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Aeroelastic optimization on composite skins of large aircraft wings 被引量:11
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作者 LIANG Lu WAN ZhiQiang YANG Chao 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第4期1078-1085,共8页
This paper presents studies of aeroelastic optimization on composite skins of large aircraft wings subject to aeroelastic constraints and strength/strain constraints. The design variable for optimization was the ply t... This paper presents studies of aeroelastic optimization on composite skins of large aircraft wings subject to aeroelastic constraints and strength/strain constraints. The design variable for optimization was the ply thickness of the wing skin panels, and the structural weight was the objective function to be minimised. The impacts of three strength/strain constraints and the ply proportion of the wing skin panels on the optimization results are discussed. The results indicate that the optimal composite wings that satisfy different constraints have remarkable weight advantages over metal wing. High levels of stiffness can be achieved while satisfying the constraints regarding allowable design strains and failure criteria. The optimization results with variable-proportions indicate that wing skins with higher proportions of 0° plies from the root to the middle segment and ±45° plies outboard have a more efficient and reasonable stiffness distribution. 展开更多
关键词 aeroelastic optimization large aircraft composite wing strength constraints ply proportion
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Studies on the influence of spar position on aeroelastic optimization of a large aircraft wing 被引量:5
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作者 WAN ZhiQiang LIU DongYue TANG ChangHong YANG Chao 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第1期117-124,共8页
Aeroelastic problems are encountered at the preliminary design stage of flexible wings for large aircraft. A three-dimensional finite element model of a high-aspect-ratio wing was built, and the influence of the front... Aeroelastic problems are encountered at the preliminary design stage of flexible wings for large aircraft. A three-dimensional finite element model of a high-aspect-ratio wing was built, and the influence of the front and rear spar positions on the results of the aeroelastic analysis and optimization was studied to improve the wing structure desgin. The most feasible and optimal solutions were effectively obtained by aeroelastic optimization. In particular, the position parameter of the front spar has a greater influence on the aeroelastic analysis and optimization than the rear spar. In addition, some key constraints became re- strictive leading to a rapid increase in the structural weight. Therefore, reasonable constraints were necessary for the optimization of results. 展开更多
关键词 large aircraft aeroelasticity optimization design high-aspect-ratio wing spar
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