Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines

Xiaoyu Yang; Zhigeng Fang; Xiaochuan Li; Yingjie Yang; David Mba

doi:10.1108/GS-05-2020-0066

Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines

Xiaoyu Yang^*, Zhigeng Fang, Xiaochuan Li, Yingjie Yang^*, David Mba

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

14 Citations (SciVal)

Original language	English
Pages (from-to)	463-483
Number of pages	21
Journal	Grey Systems
Volume	11
Issue number	3
DOIs	https://doi.org/10.1108/GS-05-2020-0066
Publication status	Published (VoR) - 18 Jun 2021

Funding

This work was supported by the Postgraduate Research and Practice Innovation Program of Jiangsu Province (KYCX18_0233), National Natural Science Foundation of China (No.71671091, 71811530338), the China Scholarship fund, the Fundamental Research Funds for Central Universities (NP2019104, NC2019003), the Leverhulme Trust International Research Network project (IN-2014-020) and the Royal Society and NSFC International Exchanges project (IEC\NSFC\170391).

Keywords

Aircraft engine
GM(1,1)
Information fusion
Remaining useful life
Similarity-based

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10.1108/GS-05-2020-0066

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title = "Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines",

keywords = "Aircraft engine, GM(1,1), Information fusion, Remaining useful life, Similarity-based",

author = "Xiaoyu Yang and Zhigeng Fang and Xiaochuan Li and Yingjie Yang and David Mba",

note = "Funding Information: This work was supported by the Postgraduate Research and Practice Innovation Program of Jiangsu Province (KYCX18\_0233), National Natural Science Foundation of China (No.71671091, 71811530338), the China Scholarship fund, the Fundamental Research Funds for Central Universities (NP2019104, NC2019003), the Leverhulme Trust International Research Network project (IN-2014-020) and the Royal Society and NSFC International Exchanges project (IEC\textbackslash{}NSFC\textbackslash{}170391). Publisher Copyright: {\textcopyright} 2020, Emerald Publishing Limited.",

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T1 - Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines

AU - Yang, Xiaoyu

AU - Fang, Zhigeng

AU - Li, Xiaochuan

AU - Yang, Yingjie

AU - Mba, David

N1 - Funding Information: This work was supported by the Postgraduate Research and Practice Innovation Program of Jiangsu Province (KYCX18_0233), National Natural Science Foundation of China (No.71671091, 71811530338), the China Scholarship fund, the Fundamental Research Funds for Central Universities (NP2019104, NC2019003), the Leverhulme Trust International Research Network project (IN-2014-020) and the Royal Society and NSFC International Exchanges project (IEC\NSFC\170391). Publisher Copyright: © 2020, Emerald Publishing Limited.

PY - 2021/6/18

Y1 - 2021/6/18

KW - Aircraft engine

KW - GM(1,1)

KW - Information fusion

KW - Remaining useful life

KW - Similarity-based

UR - https://www.scopus.com/pages/publications/85123069713

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U2 - 10.1108/GS-05-2020-0066

DO - 10.1108/GS-05-2020-0066

M3 - Article

AN - SCOPUS:85123069713

SN - 2043-9377

VL - 11

SP - 463

EP - 483

JO - Grey Systems

JF - Grey Systems

IS - 3

ER -

Similarity-based information fusion grey model for remaining useful life prediction of aircraft engines

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Keywords

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