Application of the Projection Pursuit Regression in Forecasting the Torpedo Velocity at Tube Outlet

Jia Xing Du; Ping Chen; Ling Zhang; Juan Min Xiang; Hui Zhen Li

doi:10.4028/www.scientific.net/AMM.551.365

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 551Application of the Projection Pursuit Regression...

Application of the Projection Pursuit Regression in Forecasting the Torpedo Velocity at Tube Outlet

Abstract:

Through the relations among the torpedo velocity at tube outlet, cylinder volume, cylinder pressure and emission valve size, we adopt the projection pursuit regression method and establish the model to predict the torpedo velocity at tube outlet. Through the comparison of experiment data and model prediction, fitting accuracy of this relation model is stronger and the projection pursuit regression is an efficient method which can research the initial ballistic trajectory of ship-launched torpedoes.

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Periodical:

Applied Mechanics and Materials (Volume 551)

Pages:

365-369

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.551.365

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Online since:

May 2014

Authors:

Jia Xing Du*, Ping Chen, Ling Zhang, Juan Min Xiang, Hui Zhen Li

Keywords:

Error, Prediction, Projection Pursuit Regression, Torpedo Velocity at Tube Outlet

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* - Corresponding Author

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