Economic design of EWMA control chart using quality cost model based on ARL

Yihai He; Kai Me; Wenbing Chang

doi:10.1109/IEEM.2009.5373539

Economic design of EWMA control chart using quality cost model based on ARL

Yihai He^*
, Kai Me
, Wenbing Chang

^*此作品的通讯作者

可靠性与系统工程学院

Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

Statistical control charts have been widely used in manufacturing industry. The average Run Length (ARL) is a dominating measure of control chart performance. This paper presents an economic designing scheme of Exponentially Weighted Moving Average (EWMA) control chart. In this paper, a cost model of quality cycle is constructed. Then, the scheme of applying response surface methodology (RSM) to search the optimal set of EWMA parameters is presented. When quality cost given by the cost model is reduced to local minimum point, if satisfied, stop searching and the certain parameters set is found. A numerical case is used to illustrate the analysis procedure, and a sensitivity analysis is done to give a perspective of how the changes of system parameters affect the final results.

源语言	英语
主期刊名	IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management
页	945-949
页数	5
DOI	https://doi.org/10.1109/IEEM.2009.5373539
出版状态	已出版 - 2009
活动	IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2009 - Hong Kong, 中国期限: 8 12月 2009 → 11 12月 2009

出版系列

姓名	IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management

会议

会议	IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2009
国家/地区	中国
市	Hong Kong
时期	8/12/09 → 11/12/09

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 9 产业、创新和基础设施

访问文件

10.1109/IEEM.2009.5373539

其它文件与链接

链接到 Scopus 的出版物

引用此

He, Y., Me, K., & Chang, W. (2009). Economic design of EWMA control chart using quality cost model based on ARL. 在 IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management (页码 945-949). 文章 5373539 (IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management). https://doi.org/10.1109/IEEM.2009.5373539

@inproceedings{061337fe11bf47bfa6149989e988b41c,

title = "Economic design of EWMA control chart using quality cost model based on ARL",

abstract = "Statistical control charts have been widely used in manufacturing industry. The average Run Length (ARL) is a dominating measure of control chart performance. This paper presents an economic designing scheme of Exponentially Weighted Moving Average (EWMA) control chart. In this paper, a cost model of quality cycle is constructed. Then, the scheme of applying response surface methodology (RSM) to search the optimal set of EWMA parameters is presented. When quality cost given by the cost model is reduced to local minimum point, if satisfied, stop searching and the certain parameters set is found. A numerical case is used to illustrate the analysis procedure, and a sensitivity analysis is done to give a perspective of how the changes of system parameters affect the final results.",

keywords = "EWMA control chart, Parameter selection and optimization, Quality cost model, Response surface methodology",

author = "Yihai He and Kai Me and Wenbing Chang",

year = "2009",

doi = "10.1109/IEEM.2009.5373539",

language = "英语",

isbn = "9781424448708",

series = "IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management",

pages = "945--949",

booktitle = "IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management",

note = "IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2009 ; Conference date: 08-12-2009 Through 11-12-2009",

}

He, Y, Me, K & Chang, W 2009, Economic design of EWMA control chart using quality cost model based on ARL. 在 IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management., 5373539, IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management, 页码 945-949, IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2009, Hong Kong, 中国, 8/12/09. https://doi.org/10.1109/IEEM.2009.5373539

Economic design of EWMA control chart using quality cost model based on ARL. / He, Yihai; Me, Kai; Chang, Wenbing.
IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management. 2009. 页码 945-949 5373539 (IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Economic design of EWMA control chart using quality cost model based on ARL

AU - He, Yihai

AU - Me, Kai

AU - Chang, Wenbing

PY - 2009

Y1 - 2009

N2 - Statistical control charts have been widely used in manufacturing industry. The average Run Length (ARL) is a dominating measure of control chart performance. This paper presents an economic designing scheme of Exponentially Weighted Moving Average (EWMA) control chart. In this paper, a cost model of quality cycle is constructed. Then, the scheme of applying response surface methodology (RSM) to search the optimal set of EWMA parameters is presented. When quality cost given by the cost model is reduced to local minimum point, if satisfied, stop searching and the certain parameters set is found. A numerical case is used to illustrate the analysis procedure, and a sensitivity analysis is done to give a perspective of how the changes of system parameters affect the final results.

AB - Statistical control charts have been widely used in manufacturing industry. The average Run Length (ARL) is a dominating measure of control chart performance. This paper presents an economic designing scheme of Exponentially Weighted Moving Average (EWMA) control chart. In this paper, a cost model of quality cycle is constructed. Then, the scheme of applying response surface methodology (RSM) to search the optimal set of EWMA parameters is presented. When quality cost given by the cost model is reduced to local minimum point, if satisfied, stop searching and the certain parameters set is found. A numerical case is used to illustrate the analysis procedure, and a sensitivity analysis is done to give a perspective of how the changes of system parameters affect the final results.

KW - EWMA control chart

KW - Parameter selection and optimization

KW - Quality cost model

KW - Response surface methodology

UR - https://www.scopus.com/pages/publications/77949512341

U2 - 10.1109/IEEM.2009.5373539

DO - 10.1109/IEEM.2009.5373539

M3 - 会议稿件

AN - SCOPUS:77949512341

SN - 9781424448708

T3 - IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management

SP - 945

EP - 949

BT - IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management

T2 - IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2009

Y2 - 8 December 2009 through 11 December 2009

ER -

Economic design of EWMA control chart using quality cost model based on ARL

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此