Dealing with missing data for prognostic purposes

Panagiotis Loukopoulos; Suresh Sampath; Pericles Pilidis; George Zolkiewski; Ian Bennett; Fang Duan; David Mba

doi:10.1109/PHM.2016.7819934

Dealing with missing data for prognostic purposes

Panagiotis Loukopoulos
, Suresh Sampath
, Pericles Pilidis
, George Zolkiewski
, Ian Bennett
, Fang Duan
, David Mba

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

6 Citations (SciVal)

Original language	English
Title of host publication	Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016
Editors	Qiang Miao, Zhaojun Li, Ming J. Zuo, Liudong Xing, Zhigang Tian
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509027781
DOIs	https://doi.org/10.1109/PHM.2016.7819934
Publication status	Published (VoR) - 16 Jan 2017
Event	7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016 - Chengdu, Sichuan, China Duration: 19 Oct 2016 → 21 Oct 2016

Publication series

Name	Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016

Conference

Conference	7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016
Country/Territory	China
City	Chengdu, Sichuan
Period	19/10/16 → 21/10/16

Keywords

Centrifugal compressor
Imputation techniques
Missing data
Prognostics

Access to Document

10.1109/PHM.2016.7819934

Cite this

Loukopoulos, P., Sampath, S., Pilidis, P., Zolkiewski, G., Bennett, I., Duan, F., & Mba, D. (2017). Dealing with missing data for prognostic purposes. In Q. Miao, Z. Li, M. J. Zuo, L. Xing, & Z. Tian (Eds.), Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016 Article 7819934 (Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PHM.2016.7819934

Loukopoulos, Panagiotis ; Sampath, Suresh ; Pilidis, Pericles et al. / Dealing with missing data for prognostic purposes. Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016. editor / Qiang Miao ; Zhaojun Li ; Ming J. Zuo ; Liudong Xing ; Zhigang Tian. Institute of Electrical and Electronics Engineers Inc., 2017. (Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016).

@inproceedings{70b5401edfdb45bbb9209d63cfd3bb09,

title = "Dealing with missing data for prognostic purposes",

keywords = "Centrifugal compressor, Imputation techniques, Missing data, Prognostics",

author = "Panagiotis Loukopoulos and Suresh Sampath and Pericles Pilidis and George Zolkiewski and Ian Bennett and Fang Duan and David Mba",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016 ; Conference date: 19-10-2016 Through 21-10-2016",

year = "2017",

month = jan,

day = "16",

doi = "10.1109/PHM.2016.7819934",

language = "English",

series = "Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016",

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

editor = "Qiang Miao and Zhaojun Li and Zuo, \{Ming J.\} and Liudong Xing and Zhigang Tian",

booktitle = "Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016",

}

Loukopoulos, P, Sampath, S, Pilidis, P, Zolkiewski, G, Bennett, I, Duan, F & Mba, D 2017, Dealing with missing data for prognostic purposes. in Q Miao, Z Li, MJ Zuo, L Xing & Z Tian (eds), Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016., 7819934, Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016, Institute of Electrical and Electronics Engineers Inc., 7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016, Chengdu, Sichuan, China, 19/10/16. https://doi.org/10.1109/PHM.2016.7819934

Dealing with missing data for prognostic purposes. / Loukopoulos, Panagiotis; Sampath, Suresh; Pilidis, Pericles et al.
Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016. ed. / Qiang Miao; Zhaojun Li; Ming J. Zuo; Liudong Xing; Zhigang Tian. Institute of Electrical and Electronics Engineers Inc., 2017. 7819934 (Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016).

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

TY - GEN

T1 - Dealing with missing data for prognostic purposes

AU - Loukopoulos, Panagiotis

AU - Sampath, Suresh

AU - Pilidis, Pericles

AU - Zolkiewski, George

AU - Bennett, Ian

AU - Duan, Fang

AU - Mba, David

PY - 2017/1/16

Y1 - 2017/1/16

KW - Centrifugal compressor

KW - Imputation techniques

KW - Missing data

KW - Prognostics

UR - https://www.scopus.com/pages/publications/85015709963

UR - https://www.scopus.com/pages/publications/85015709963#tab=citedBy

U2 - 10.1109/PHM.2016.7819934

DO - 10.1109/PHM.2016.7819934

M3 - Conference contribution

AN - SCOPUS:85015709963

T3 - Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016

BT - Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016

A2 - Miao, Qiang

A2 - Li, Zhaojun

A2 - Zuo, Ming J.

A2 - Xing, Liudong

A2 - Tian, Zhigang

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016

Y2 - 19 October 2016 through 21 October 2016

ER -

Loukopoulos P, Sampath S, Pilidis P, Zolkiewski G, Bennett I, Duan F et al. Dealing with missing data for prognostic purposes. In Miao Q, Li Z, Zuo MJ, Xing L, Tian Z, editors, Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016. Institute of Electrical and Electronics Engineers Inc. 2017. 7819934. (Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016). doi: 10.1109/PHM.2016.7819934

Dealing with missing data for prognostic purposes

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