A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction

Xiaochuan Li; David Mba; Tianran Lin

doi:10.1109/PHM-Qingdao46334.2019.8942915

A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction

Xiaochuan Li, David Mba, Tianran Lin

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (SciVal)

Original language	English
Title of host publication	2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019
Editors	Wei Guo, Steven Li, Qiang Miao
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728108612
DOIs	https://doi.org/10.1109/PHM-Qingdao46334.2019.8942915
Publication status	Published (VoR) - Oct 2019
Event	10th Prognostics and System Health Management Conference, PHM-Qingdao 2019 - Qingdao, China Duration: 25 Oct 2019 → 27 Oct 2019

Publication series

Name	2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019

Conference

Conference	10th Prognostics and System Health Management Conference, PHM-Qingdao 2019
Country/Territory	China
City	Qingdao
Period	25/10/19 → 27/10/19

Keywords

canonical variate analysis
grey model
particle filter
Pearson correlation analysis

Access to Document

10.1109/PHM-Qingdao46334.2019.8942915

Cite this

Li, X., Mba, D., & Lin, T. (2019). A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction. In W. Guo, S. Li, & Q. Miao (Eds.), 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019 Article 8942915 (2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PHM-Qingdao46334.2019.8942915

Li, Xiaochuan ; Mba, David ; Lin, Tianran. / A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction. 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. editor / Wei Guo ; Steven Li ; Qiang Miao. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019).

@inproceedings{e6d8b44e0120463b81129010b054d725,

title = "A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction",

keywords = "canonical variate analysis, grey model, particle filter, Pearson correlation analysis",

author = "Xiaochuan Li and David Mba and Tianran Lin",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 10th Prognostics and System Health Management Conference, PHM-Qingdao 2019 ; Conference date: 25-10-2019 Through 27-10-2019",

year = "2019",

month = oct,

doi = "10.1109/PHM-Qingdao46334.2019.8942915",

language = "English",

series = "2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Wei Guo and Steven Li and Qiang Miao",

booktitle = "2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019",

}

Li, X, Mba, D & Lin, T 2019, A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction. in W Guo, S Li & Q Miao (eds), 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019., 8942915, 2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019, Institute of Electrical and Electronics Engineers Inc., 10th Prognostics and System Health Management Conference, PHM-Qingdao 2019, Qingdao, China, 25/10/19. https://doi.org/10.1109/PHM-Qingdao46334.2019.8942915

A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction. / Li, Xiaochuan; Mba, David; Lin, Tianran.
2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. ed. / Wei Guo; Steven Li; Qiang Miao. Institute of Electrical and Electronics Engineers Inc., 2019. 8942915 (2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction

AU - Li, Xiaochuan

AU - Mba, David

AU - Lin, Tianran

PY - 2019/10

Y1 - 2019/10

KW - canonical variate analysis

KW - grey model

KW - particle filter

KW - Pearson correlation analysis

UR - http://www.scopus.com/inward/record.url?scp=85078006735&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85078006735&partnerID=8YFLogxK

U2 - 10.1109/PHM-Qingdao46334.2019.8942915

DO - 10.1109/PHM-Qingdao46334.2019.8942915

M3 - Conference contribution

AN - SCOPUS:85078006735

T3 - 2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019

BT - 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019

A2 - Guo, Wei

A2 - Li, Steven

A2 - Miao, Qiang

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th Prognostics and System Health Management Conference, PHM-Qingdao 2019

Y2 - 25 October 2019 through 27 October 2019

ER -

Li X, Mba D, Lin T. A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction. In Guo W, Li S, Miao Q, editors, 2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8942915. (2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019). doi: 10.1109/PHM-Qingdao46334.2019.8942915

A Hybrid Framework Combining Data-level Fusion and Model-based Models for Remaining Useful Life Prediction

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this