Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution

Linbo Wang; Yihai He; Zhenzhen He

doi:10.1109/icrse.2015.7366495

Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution

Linbo Wang^*
, Yihai He
, Zhenzhen He

^*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

Abstract

Traditional CEV-based control charts are usually confined to some specific types when dealing with censored characteristics, which greatly restrict the wide application of censored control charts in the high-quality manufacturing process. Thus, based on the principle of asymptotic reduction for censored data, the convergent CEV technique is proposed to be better applied in the analysis of censored characteristics firstly. Then, the universal design procedures and performance indicator in the form of the optimal reaction distance for censored characteristics of Weibull distribution are put forward, which are suitable for all types of control charts. Finally, the validity of the proposed method is verified by a case study of monitoring a censored characteristic relative to lifetime of some aeronautic bearings.

Original language	English
Title of host publication	PROCEEDINGS OF THE 2015 FIRST INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING 2015 ICRSE
Publisher	IEEE
ISBN (Electronic)	978-1-4673-8557-2
DOIs	https://doi.org/10.1109/icrse.2015.7366495
Publication status	Published - 2015
Event	1st International Conference on Reliability Systems Engineering (ICRSE) - Beijing, China Duration: 21 Oct 2015 → 23 Oct 2015

Conference

Conference	1st International Conference on Reliability Systems Engineering (ICRSE)
Place	China
City	Beijing
Period	21/10/15 → 23/10/15

Bibliographical note

Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Research Keywords

censored characteristics
asymptotic reduction
convergent CEV
control charts
MONITORING PROCESSES

Access Output

10.1109/icrse.2015.7366495

Other Access Options

Check CityUHK Library

Permanent Link

Right click to copy link

Cite this

@inproceedings{76f81afe0ecd48eaaf9dbfaaedfae6b6,

title = "Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution",

abstract = "Traditional CEV-based control charts are usually confined to some specific types when dealing with censored characteristics, which greatly restrict the wide application of censored control charts in the high-quality manufacturing process. Thus, based on the principle of asymptotic reduction for censored data, the convergent CEV technique is proposed to be better applied in the analysis of censored characteristics firstly. Then, the universal design procedures and performance indicator in the form of the optimal reaction distance for censored characteristics of Weibull distribution are put forward, which are suitable for all types of control charts. Finally, the validity of the proposed method is verified by a case study of monitoring a censored characteristic relative to lifetime of some aeronautic bearings.",

keywords = "censored characteristics, asymptotic reduction, convergent CEV, control charts, MONITORING PROCESSES",

author = "Linbo Wang and Yihai He and Zhenzhen He",

note = "Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].; 1st International Conference on Reliability Systems Engineering (ICRSE) ; Conference date: 21-10-2015 Through 23-10-2015",

year = "2015",

doi = "10.1109/icrse.2015.7366495",

language = "English",

booktitle = "PROCEEDINGS OF THE 2015 FIRST INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING 2015 ICRSE",

publisher = "IEEE",

address = "United States",

}

Wang, L, He, Y & He, Z 2015, Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution. in PROCEEDINGS OF THE 2015 FIRST INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING 2015 ICRSE., ARTN RP0021, IEEE, 1st International Conference on Reliability Systems Engineering (ICRSE), Beijing, China, 21/10/15. https://doi.org/10.1109/icrse.2015.7366495

Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution. / Wang, Linbo; He, Yihai; He, Zhenzhen.
PROCEEDINGS OF THE 2015 FIRST INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING 2015 ICRSE. IEEE, 2015. ARTN RP0021.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution

AU - Wang, Linbo

AU - He, Yihai

AU - He, Zhenzhen

N1 - Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].

PY - 2015

Y1 - 2015

N2 - Traditional CEV-based control charts are usually confined to some specific types when dealing with censored characteristics, which greatly restrict the wide application of censored control charts in the high-quality manufacturing process. Thus, based on the principle of asymptotic reduction for censored data, the convergent CEV technique is proposed to be better applied in the analysis of censored characteristics firstly. Then, the universal design procedures and performance indicator in the form of the optimal reaction distance for censored characteristics of Weibull distribution are put forward, which are suitable for all types of control charts. Finally, the validity of the proposed method is verified by a case study of monitoring a censored characteristic relative to lifetime of some aeronautic bearings.

AB - Traditional CEV-based control charts are usually confined to some specific types when dealing with censored characteristics, which greatly restrict the wide application of censored control charts in the high-quality manufacturing process. Thus, based on the principle of asymptotic reduction for censored data, the convergent CEV technique is proposed to be better applied in the analysis of censored characteristics firstly. Then, the universal design procedures and performance indicator in the form of the optimal reaction distance for censored characteristics of Weibull distribution are put forward, which are suitable for all types of control charts. Finally, the validity of the proposed method is verified by a case study of monitoring a censored characteristic relative to lifetime of some aeronautic bearings.

KW - censored characteristics

KW - asymptotic reduction

KW - convergent CEV

KW - control charts

KW - MONITORING PROCESSES

UR - http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000380485700079

U2 - 10.1109/icrse.2015.7366495

DO - 10.1109/icrse.2015.7366495

M3 - RGC 32 - Refereed conference paper (with host publication)

BT - PROCEEDINGS OF THE 2015 FIRST INTERNATIONAL CONFERENCE ON RELIABILITY SYSTEMS ENGINEERING 2015 ICRSE

PB - IEEE

T2 - 1st International Conference on Reliability Systems Engineering (ICRSE)

Y2 - 21 October 2015 through 23 October 2015

ER -

Research on the Control Chart Based on the Convergent CEV for Censored Characteristics of Weibull Distribution

Abstract

Conference

Bibliographical note

UN SDGs

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Cite this