摘要
目的针对基于神经网络的机翼积冰冰形预测方法提出几点改进建议;方法概述四种典型的运用神经网络来预测积冰的方法;结果分析指出四种方法的优缺点,以及国内外的研究进展和新趋势;结论构建综合的冰形预测网络以及扩充和改善网络是研究神经网络积冰预测的主要方向。
Aim Several suggestions are made on neural-network-based wing icecap forest methods.Methods Typical methods for forecasting icecap with neural-network are applied.Results Advantages and disadvantages of the four methods are analyzed,together with domestic and overseas research progress and new trend.Conclusion Building the comprehensive ice forecast network and expanding and improving network are the major method for researching neural-network icecap forecast.
基金
中国民用航空总局科技项目(F2010KF02)
中国民航飞行学院青年基金项目(X2010-15)
关键词
飞机积冰
神经网络
机翼积冰
aircraft icecap
neural-network
wing icecap
