Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

Xiaochuan Li; Fang Duan; Panagiotis Loukopoulos; Ian Bennett; David Mba

doi:10.1016/j.conengprac.2017.12.006

Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

Xiaochuan Li^*
, Fang Duan
, Panagiotis Loukopoulos
, Ian Bennett
, David Mba

^*Corresponding author for this work

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

69 Citations (SciVal)

Original language	English
Pages (from-to)	177-191
Number of pages	15
Journal	Control Engineering Practice
Volume	72
DOIs	https://doi.org/10.1016/j.conengprac.2017.12.006
Publication status	Published (VoR) - Mar 2018

Keywords

Canonical variable analysis
Condition monitoring
Fault identification
Long short-term memory
Performance estimation

Access to Document

10.1016/j.conengprac.2017.12.006

Cite this

@article{482c141c958e496c8352c5ea27b1a202,

title = "Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor",

keywords = "Canonical variable analysis, Condition monitoring, Fault identification, Long short-term memory, Performance estimation",

author = "Xiaochuan Li and Fang Duan and Panagiotis Loukopoulos and Ian Bennett and David Mba",

note = "Publisher Copyright: {\textcopyright} 2017",

year = "2018",

month = mar,

doi = "10.1016/j.conengprac.2017.12.006",

language = "English",

volume = "72",

pages = "177--191",

journal = "Control Engineering Practice",

issn = "0967-0661",

publisher = "Elsevier",

}

TY - JOUR

T1 - Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

AU - Li, Xiaochuan

AU - Duan, Fang

AU - Loukopoulos, Panagiotis

AU - Bennett, Ian

AU - Mba, David

PY - 2018/3

Y1 - 2018/3

KW - Canonical variable analysis

KW - Condition monitoring

KW - Fault identification

KW - Long short-term memory

KW - Performance estimation

UR - https://www.scopus.com/pages/publications/85039997478

UR - https://www.scopus.com/pages/publications/85039997478#tab=citedBy

U2 - 10.1016/j.conengprac.2017.12.006

DO - 10.1016/j.conengprac.2017.12.006

M3 - Article

AN - SCOPUS:85039997478

SN - 0967-0661

VL - 72

SP - 177

EP - 191

JO - Control Engineering Practice

JF - Control Engineering Practice

ER -

Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

Keywords

Access to Document

Other files and links

Fingerprint

Cite this