Stator optimization using artificial neural network

Bo Liu, Yang Xuan, Yun Yong Chen

科研成果: 期刊稿件文章同行评审

1 引用 (Scopus)

摘要

The second stage stator which was parameterized applying NURBS (Non-Uniform Rational B-Spline) in a two stage fan was optimized by using artificial neural network. The flow field of the optimized stator was improved at the off-design condition from hub to mid. The total pressure recovery coefficient of the stator increased. Total pressure ratio of the fan was improved and adiabatic efficiency kept the same. The result shows that this method could improve stator blade efficiently and can be used in stator design as a new optimization method.

源语言英语
页(从-至)576-580
页数5
期刊Tuijin Jishu/Journal of Propulsion Technology
30
5
出版状态已出版 - 10月 2009

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