Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

Panagiotis Loukopoulos; George Zolkiewski; Ian Bennett; Suresh Sampath; Pericles Pilidis; X. Li; David Mba

doi:10.1016/j.ymssp.2018.09.033

Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

Panagiotis Loukopoulos^*, George Zolkiewski, Ian Bennett, Suresh Sampath, Pericles Pilidis, X. Li, David Mba

^*Corresponding author for this work

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

44 Citations (SciVal)

Original language	English
Pages (from-to)	359-372
Number of pages	14
Journal	Mechanical Systems and Signal Processing
Volume	121
DOIs	https://doi.org/10.1016/j.ymssp.2018.09.033
Publication status	Published (VoR) - 15 Apr 2019

Keywords

Instantaneous failure
K-nearest neighbours
Multiple linear regression
Polynomial regression
Principal components analysis
Prognostics
Reciprocating compressor
Remaining useful life
Self-organising map
Statistical process control
Valve

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10.1016/j.ymssp.2018.09.033

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@article{b132e917107b42fbaa50352d8318eadf,

title = "Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure",

keywords = "Instantaneous failure, K-nearest neighbours, Multiple linear regression, Polynomial regression, Principal components analysis, Prognostics, Reciprocating compressor, Remaining useful life, Self-organising map, Statistical process control, Valve",

author = "Panagiotis Loukopoulos and George Zolkiewski and Ian Bennett and Suresh Sampath and Pericles Pilidis and X. Li and David Mba",

note = "Publisher Copyright: {\textcopyright} 2018 Elsevier Ltd",

year = "2019",

month = apr,

day = "15",

doi = "10.1016/j.ymssp.2018.09.033",

language = "English",

volume = "121",

pages = "359--372",

journal = "Mechanical Systems and Signal Processing",

issn = "0888-3270",

publisher = "Apple Academic Press",

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TY - JOUR

T1 - Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

AU - Loukopoulos, Panagiotis

AU - Zolkiewski, George

AU - Bennett, Ian

AU - Sampath, Suresh

AU - Pilidis, Pericles

AU - Li, X.

AU - Mba, David

PY - 2019/4/15

Y1 - 2019/4/15

KW - Instantaneous failure

KW - K-nearest neighbours

KW - Multiple linear regression

KW - Polynomial regression

KW - Principal components analysis

KW - Prognostics

KW - Reciprocating compressor

KW - Remaining useful life

KW - Self-organising map

KW - Statistical process control

KW - Valve

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UR - http://www.scopus.com/inward/citedby.url?scp=85057100134&partnerID=8YFLogxK

U2 - 10.1016/j.ymssp.2018.09.033

DO - 10.1016/j.ymssp.2018.09.033

M3 - Article

AN - SCOPUS:85057100134

SN - 0888-3270

VL - 121

SP - 359

EP - 372

JO - Mechanical Systems and Signal Processing

JF - Mechanical Systems and Signal Processing

ER -

Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

Keywords

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