五孔探针的神经网络处理方法
Five-hole probe and its neural network algorithm
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摘要: 对于五孔探针的数据处理方法就行了详细的研究,发展了一种人工神经网络的数据处理方法,并将其与三维线性插值法进行了全面的对比,证明了所发展的神经网络法的精度更高,可靠性更好,而且经过简单改动就可以应用在其他多孔探针上.Abstract: Data reduction methods for five-hole probe are investigated and a new method based on artificial neural network is developed.The developed method is then compared with a three-dimensional linear interpolation one.Conclusion is drawn that the neural network method is superior to the interpolation one in accuracy and robustness.The new developed method is also applicable to multi-hole probe through minor modifications.
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Key words:
- five-hole probe /
- data reduction /
- neural network /
- accuracy
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