复合材料水平轴风力机叶片多学科、多目标快速优化

S. Jelena, Trivkovic Zorana, Baltic Marija, Pekovic Ognjen
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引用次数: 1

摘要

提出了一种快速高效的复合材料水平轴风力机叶片气动与结构一体化设计方法。为了在保持叶片质量和叶尖挠度最小的情况下获得最大的AEP(年发电量),采用不确定性粒子群方法对等半径复合叶片进行了多目标优化。出口参数包括:沿叶片的捻度和弦分布以及层数和方向。考虑玻璃纤维和碳纤维的组合。在多准则评估的约束版本中,根据叶片失效指标定义约束。采用叶片单元动量理论(BEMT)对叶片气动性能进行了综合估算,并采用有限元法对叶片进行了结构计算。虽然提出的结果提供了对优化参数可能值的见解,但本文也证明了同时满足这许多不同标准(成本函数和约束)的困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rapid multidisciplinary, multi-objective optimization of composite horizontal-axis wind turbine blade
A fast and efficient process of integrated design (both aerodynamic and structural) of a composite horizontal-axis wind turbine (HAWT) blade is presented. Multi-objective optimization using a nondeterministic particle swarm method (PSO) has been performed on a composite blade of constant radius to achieve maximal AEP (annual energy production) while keeping minimal blade mass and tip deflection. Outlet parameters include: twist and chord distributions along the blade as well as ply numbers and orientations. A combination of glass and carbon fibers is considered. In the constrained version of this multi-criteria assessment, constraint was defined according to blade failure index. Aerodynamic performances of the blade were estimated by a combined BEMT (blade element momentum theory) approach, while structural computations were performed using finite element method. Although presented results provide insight into the possible values of optimized parameters, the paper also demonstrates the difficulty of simultaneous satisfaction of this many different criteria (both cost functions and constrains).
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