A study on the control charts based on quality loss function

Suyi Li; Wenjia Wang

doi:10.1109/IEEM.2016.7798215

A study on the control charts based on quality loss function

Suyi Li, Wenjia Wang

China Association for Quality

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

2 Citations (Scopus)

Abstract

Loss functions have been well studied for decades. Some researchers use loss function to design control charts economically, but few have used loss function to construct control charts directly. We propose a new class of control charts based on the concept of quality loss function. Our charts can be used for both univariate and multivariate processes, and they are more sensitive than Shewhart control chart. Another advantage is, the loss function charts can link quality performance to cost, so that different processes' performance can be compared on the same scale.

Original language	English
Title of host publication	2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016
Publisher	IEEE Computer Society
Pages	1933-1937
Number of pages	5
ISBN (Electronic)	9781509036653
DOIs	https://doi.org/10.1109/IEEM.2016.7798215
Publication status	Published - 27 Dec 2016
Event	2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016 - Bali, Indonesia Duration: 4 Dec 2016 → 7 Dec 2016

Publication series

Name	IEEE International Conference on Industrial Engineering and Engineering Management
Volume	2016-December
ISSN (Print)	2157-3611
ISSN (Electronic)	2157-362X

Conference

Conference	2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016
Country/Territory	Indonesia
City	Bali
Period	4/12/16 → 7/12/16

Keywords

CUSUM
EWMA
Process Optimization
SPC
Taguchi

Access to Document

10.1109/IEEM.2016.7798215

Cite this

Li, S., & Wang, W. (2016). A study on the control charts based on quality loss function. In 2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016 (pp. 1933-1937). Article 7798215 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2016-December). IEEE Computer Society. https://doi.org/10.1109/IEEM.2016.7798215

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title = "A study on the control charts based on quality loss function",

abstract = "Loss functions have been well studied for decades. Some researchers use loss function to design control charts economically, but few have used loss function to construct control charts directly. We propose a new class of control charts based on the concept of quality loss function. Our charts can be used for both univariate and multivariate processes, and they are more sensitive than Shewhart control chart. Another advantage is, the loss function charts can link quality performance to cost, so that different processes' performance can be compared on the same scale.",

keywords = "CUSUM, EWMA, Process Optimization, SPC, Taguchi",

author = "Suyi Li and Wenjia Wang",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016 ; Conference date: 04-12-2016 Through 07-12-2016",

year = "2016",

month = dec,

day = "27",

doi = "10.1109/IEEM.2016.7798215",

language = "English",

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Li, S & Wang, W 2016, A study on the control charts based on quality loss function. in 2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016., 7798215, IEEE International Conference on Industrial Engineering and Engineering Management, vol. 2016-December, IEEE Computer Society, pp. 1933-1937, 2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016, Bali, Indonesia, 4/12/16. https://doi.org/10.1109/IEEM.2016.7798215

A study on the control charts based on quality loss function. / Li, Suyi; Wang, Wenjia.
2016 International Conference on Industrial Engineering and Engineering Management, IEEM 2016. IEEE Computer Society, 2016. p. 1933-1937 7798215 (IEEE International Conference on Industrial Engineering and Engineering Management; Vol. 2016-December).

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

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AB - Loss functions have been well studied for decades. Some researchers use loss function to design control charts economically, but few have used loss function to construct control charts directly. We propose a new class of control charts based on the concept of quality loss function. Our charts can be used for both univariate and multivariate processes, and they are more sensitive than Shewhart control chart. Another advantage is, the loss function charts can link quality performance to cost, so that different processes' performance can be compared on the same scale.

KW - CUSUM

KW - EWMA

KW - Process Optimization

KW - SPC

KW - Taguchi

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A study on the control charts based on quality loss function

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Keywords

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