Research on Reliability of Aeroengine based on Grey Correlation Algorithm

DOI

10.2991/icmmct-16.2016.320How to use a DOI?

Keywords

Aeroengine; Gray Correlation Algorithm; Attribute Reduction; Reliability

Abstract

With the rapid development of the aviation industry, the safety of aircraft is obtaining more and more attention. Engine is the key component of the aircraft, its reliability is increasingly important. This paper proposes a new method of reliability analysis for aircraft engine using grey correlation algorithm based on its characteristic of studying system that some information is known, some information is unknown, small sample, poor information or uncertain. Firstly, simplify the performance parameters of aeroengine using gray relational clustering algorithm to extract key parameters. Then, calculate the reliability of aeroengine using grey relational degree algorithm. Finally, verify the algorithm proposed in this paper using the data of Honeywell. The results show that the algorithm proposed in this paper can effectively estimate the reliability of aeroengine.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jian Zhang
AU  - Yanjun Li
AU  - Lina Zhang
AU  - Zhengqiang Cheng
PY  - 2016/03
DA  - 2016/03
TI  - Research on Reliability of Aeroengine based on Grey Correlation Algorithm
BT  - Proceedings of the 2016 4th International Conference on Machinery, Materials and Computing Technology
PB  - Atlantis Press
SP  - 1606
EP  - 1610
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmmct-16.2016.320
DO  - 10.2991/icmmct-16.2016.320
ID  - Zhang2016/03
ER  -