Spherical-dynamic time warping – A new method for similarity-based remaining useful life prediction

Xiaochuan Li; Shuiqing Xu; Yingjie Yang; Tianran Lin; David Mba; Chuan Li

doi:10.1016/j.eswa.2023.121913

Spherical-dynamic time warping – A new method for similarity-based remaining useful life prediction

Xiaochuan Li^*
, Shuiqing Xu
, Yingjie Yang
, Tianran Lin
, David Mba
, Chuan Li

^*Corresponding author for this work

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

13 Citations (SciVal)

Original language	English
Article number	121913
Journal	Expert Systems with Applications
Volume	238
DOIs	https://doi.org/10.1016/j.eswa.2023.121913
Publication status	Published (VoR) - 30 Sept 2023

Funding

This study was financially supported by Hefei University of Technology (Grant number: 13020-03712022023) and the National Natural Science Foundation of Anhui Province (Grant number: 2308085QE162).

Keywords

Condition monitoring
Dynamic time warping
Prognosis
Spherical distance

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10.1016/j.eswa.2023.121913

Cite this

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title = "Spherical-dynamic time warping – A new method for similarity-based remaining useful life prediction",

keywords = "Condition monitoring, Dynamic time warping, Prognosis, Spherical distance",

author = "Xiaochuan Li and Shuiqing Xu and Yingjie Yang and Tianran Lin and David Mba and Chuan Li",

note = "Funding Information: This study was financially supported by Hefei University of Technology (Grant number: 13020-03712022023) and the National Natural Science Foundation of Anhui Province (Grant number: 2308085QE162). Publisher Copyright: {\textcopyright} 2023 Elsevier Ltd",

year = "2023",

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day = "30",

doi = "10.1016/j.eswa.2023.121913",

language = "English",

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journal = "Expert Systems with Applications",

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TY - JOUR

T1 - Spherical-dynamic time warping – A new method for similarity-based remaining useful life prediction

AU - Li, Xiaochuan

AU - Xu, Shuiqing

AU - Yang, Yingjie

AU - Lin, Tianran

AU - Mba, David

AU - Li, Chuan

N1 - Funding Information: This study was financially supported by Hefei University of Technology (Grant number: 13020-03712022023) and the National Natural Science Foundation of Anhui Province (Grant number: 2308085QE162). Publisher Copyright: © 2023 Elsevier Ltd

PY - 2023/9/30

Y1 - 2023/9/30

KW - Condition monitoring

KW - Dynamic time warping

KW - Prognosis

KW - Spherical distance

UR - https://www.scopus.com/pages/publications/85173156462

UR - https://www.scopus.com/pages/publications/85173156462#tab=citedBy

UR - https://www.open-access.bcu.ac.uk/14915/

U2 - 10.1016/j.eswa.2023.121913

DO - 10.1016/j.eswa.2023.121913

M3 - Article

AN - SCOPUS:85173156462

SN - 0957-4174

VL - 238

JO - Expert Systems with Applications

JF - Expert Systems with Applications

M1 - 121913

ER -

Spherical-dynamic time warping – A new method for similarity-based remaining useful life prediction

Funding

Keywords

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