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An analysis method of landing safety based on Rough Set Theory

机译:基于粗糙集理论的着陆安全性分析方法

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The aircraft landing on carrier deck is non-linear and complex and involves so many factors, so it is still a difficult technical problem to have an accurate grip of the safety feature and laws behind the landing conditions. To solve this problem, an analysis method of landing safety based on Rough Set Theory is presented in this paper, so as to: 1) Identify the key kinematical parameters in the analysis of landing conditions; 2) Based on 1), identify the laws between kinematical parameters during landing and landing conditions; 3) Based on 2), determine the values of kinematical parameters and their combinations when the landing condition is critical between safety and unsafety, namely the safety boundary conditions. The samples of landing can be divided into two classes, success or failure. In general, the accuracy of classification based on the rules discovered by using Rough Set Theory is high (larger than 80%), and the rules can to some extent reflect the laws of changes in the safety feature of landing conditions. The method also has practical significance. Besides being used directly to analyze the landing safety, the laws are one of the bases for establishing control requirements of kinematical parameters on landing safety, and can be used to determine the safety boundary conditions. Furthermore, the analysis of the key kinematical parameters can provide a reference for which aspects should be noted and controlled specially during landing.
机译:飞机降落在承运人甲板上是非线性且复杂的,涉及许多因素,因此,准确掌握安全特征和着陆条件背后的法律仍然是一个困难的技术问题。针对这一问题,本文提出了一种基于粗糙集理论的着陆安全分析方法,以:1)确定着陆条件分析中的关键运动学参数; 2)根据1),确定着陆期间的运动参数与着陆条件之间的规律; 3)在2)的基础上,确定着陆条件在安全与不安全之间至关重要的情况下的运动学参数值及其组合,即安全边界条件。着陆的样本可以分为成功或失败两类。通常,基于使用粗糙集理论发现的规则进行分类的准确性很高(大于80%),并且该规则可以在一定程度上反映着陆条件安全特征的变化规律。该方法也具有实际意义。除直接用于着陆安全分析外,法律是建立着陆安全运动学参数控制要求的基础之一,并可用于确定安全边界条件。此外,对关键运动学参数的分析可以为着陆期间应特别注意和控制的方面提供参考。

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