Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors

Xiaochuan Li; Tianran Lin; Yingjie Yang; David Mba; Panagiotis Loukopoulos

doi:10.1016/j.eswa.2022.118008

Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors

Xiaochuan Li^*
, Tianran Lin
, Yingjie Yang
, David Mba
, Panagiotis Loukopoulos

^*Corresponding author for this work

Hefei University of Technology
Qingdao University of Technology
De Montfort University
University of the Arts London
Cranfield University

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

12 Citations (SciVal)

Original language	English
Article number	118008
Journal	Expert Systems with Applications
Volume	207
DOIs	https://doi.org/10.1016/j.eswa.2022.118008
Publication status	Published (VoR) - 30 Nov 2022

Funding

This work was supported by Hefei University of Technology [Grant No. 13020-03712022023 ].

Keywords

Condition monitoring
Particle filter
Prognostics
Spherical distance

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10.1016/j.eswa.2022.118008

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@article{5443777ef4f84f25b711f26f8e519f34,

title = "Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors",

keywords = "Condition monitoring, Particle filter, Prognostics, Spherical distance",

author = "Xiaochuan Li and Tianran Lin and Yingjie Yang and David Mba and Panagiotis Loukopoulos",

note = "Funding Information: This work was supported by Hefei University of Technology [Grant No. 13020-03712022023 ]. Publisher Copyright: {\textcopyright} 2022 Elsevier Ltd",

year = "2022",

month = nov,

day = "30",

doi = "10.1016/j.eswa.2022.118008",

language = "English",

volume = "207",

journal = "Expert Systems with Applications",

issn = "0957-4174",

publisher = "Elsevier",

}

TY - JOUR

T1 - Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors

AU - Li, Xiaochuan

AU - Lin, Tianran

AU - Yang, Yingjie

AU - Mba, David

AU - Loukopoulos, Panagiotis

PY - 2022/11/30

Y1 - 2022/11/30

KW - Condition monitoring

KW - Particle filter

KW - Prognostics

KW - Spherical distance

UR - https://www.scopus.com/pages/publications/85133547317

UR - https://www.scopus.com/pages/publications/85133547317#tab=citedBy

U2 - 10.1016/j.eswa.2022.118008

DO - 10.1016/j.eswa.2022.118008

M3 - Article

AN - SCOPUS:85133547317

SN - 0957-4174

VL - 207

JO - Expert Systems with Applications

JF - Expert Systems with Applications

M1 - 118008

ER -

Index similarity assisted particle filter for early failure time prediction with applications to turbofan engines and compressors

Funding

Keywords

Access to Document

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