Research on safety evaluation of civil aircraft based on the grey clustering model
Abstract
Purpose
The purpose of this paper is to construct a grey clustering model based on the nonlinear whitenization weight function and to assess the safety of civil aircraft by using a quantitative method.
Design/methodology/approach
According to the running stage of civil aircraft safety assessment issues, first the civil aircraft safety evaluation index system is constructed by using a qualitative method. Taking the information duplication between indicators, the grey relational analysis method is used to filter the key indicators, then the grey clustering evaluation model of nonlinear whitening right function is built to evaluate the safety of civil aircraft and the algorithm steps of the evaluation model are given. Finally, the model is validated by collecting the parameters of nine different civil aircrafts at home and abroad.
Findings
The results show that the safety level of different types of aircraft is different due to the different index parameters, and to some extent, explain the rationality and scientificity of the method proposed in this paper to solve the problem.
Practical implications
This paper gives a complete set of security assessment methods, which can be used to evaluate the security of civil aircraft in the operational phase quantitatively, scientifically and reasonably. Furthermore, it can be extended to other complex system security or stability assessment issues.
Originality/value
It not only provides the supplement and perfection of the safety assessment method in the theoretical system to a certain extent, but also provides a theoretical guidance to solve the problem of civil aircraft system safety assessment of civil aircraft manufacturing enterprise all over the world. At the same time, the nonlinear grey clustering evaluation model constructed in this paper is an improvement of the traditional model, which is, to some extent, the improvement of the grey clustering evaluation theory.
Keywords
Acknowledgements
This work was supported by National Natural Science Foundation of China under Grant No. 71671090, Aeronautical Science Foundation of China under Grant No. 2016ZG52068, MOE (Ministry of Education in China) Liberal arts and Social Sciences Foundation under Grant No. 15YJCZH189 and Qinglan Project for excellent youth or middle-aged academic leaders in Jiangsu Province (China).
Citation
Su, B. and Xie, N. (2018), "Research on safety evaluation of civil aircraft based on the grey clustering model", Grey Systems: Theory and Application, Vol. 8 No. 1, pp. 110-120. https://doi.org/10.1108/GS-10-2017-0034
Publisher
:Emerald Publishing Limited
Copyright © 2018, Emerald Publishing Limited