Study on Mechanical Engineering for Flight with Flight Safety Evaluation Method on Relevance Vector Machine

Xu Sheng Gan; Hao Lin Cui; Ya Rong Wu

doi:10.4028/www.scientific.net/AMM.454.70

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 454Study on Mechanical Engineering for Flight with...

Study on Mechanical Engineering for Flight with Flight Safety Evaluation Method on Relevance Vector Machine

Abstract:

The mechanical engineering for flight are important for flight safety to prevent the flight accident, improve the management and decision-making level of flight safety. In order to improve the safety of flight system, a flight safety evaluation method based on relevance vector machine and flight mechanical engineering is proposed. First, based on system viewpoint, according to the actual situation of flight safety, the factors that influence the safety of flight system are found out on four sides of human, flight mechanical engineering, environment and management and the flight safety evaluation index system is constructed; then the flight safety evaluation model based on relevance vector machine developed in the framework of Bayesian theory is briefly introduced; finally using the index system the relevance vector machine evaluation model of flight safety is establish. The actual example confirms its feasibility.

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Periodical:

Applied Mechanics and Materials (Volume 454)

Pages:

70-73

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.454.70

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Online since:

October 2013

Authors:

Xu Sheng Gan*, Hao Lin Cui, Ya Rong Wu

Keywords:

Bayesian Framework, Evaluation, Flight Safety, Relevance Vector Machine

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* - Corresponding Author

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