![](/images/graphics-bg.png)
On the Use of the K-Chart for Phase II Monitoring of Simple Linear Profiles
Joint Authors
Source
Journal of Quality and Reliability Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-05
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Engineering Sciences and Information Technology
Economics & Business Administration
Abstract EN
Control charts for monitoring linear profiles are used to control quality processes which are characterized by a relationship between a response variable and one or more explanatory variables.
In the literature, the majority of control charts deal with phase II analysis of linear profiles, where the objective is to assess the performance of control charts in detecting shifts in the parameters of linear profiles.
Recently, the kernel distance-based multivariate control chart, also known as the K-chart, has received much attention as a promising nonparametric control chart with high sensitivity to small shifts in the process.
Despite its numerous advantages, no work has proposed the use of the K-chart for monitoring simple linear profiles and that serves the motivation for this paper.
This paper proposes the use of the K-chart for monitoring simple linear profiles.
A benchmark example is used to show the construction methodology of the K-chart for simultaneously monitoring the slope and intercept of linear profile.
In addition, performance of the K-chart in detecting out-of-control profiles is assessed and compared with traditional control charts.
Results demonstrate that the K-chart performs better than the T2 control chart, EWMA control chart, and R-chart under small shift in the slope.
American Psychological Association (APA)
Gani, Walid& Limam, Mohamed. 2013. On the Use of the K-Chart for Phase II Monitoring of Simple Linear Profiles. Journal of Quality and Reliability Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-492021
Modern Language Association (MLA)
Gani, Walid& Limam, Mohamed. On the Use of the K-Chart for Phase II Monitoring of Simple Linear Profiles. Journal of Quality and Reliability Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-492021
American Medical Association (AMA)
Gani, Walid& Limam, Mohamed. On the Use of the K-Chart for Phase II Monitoring of Simple Linear Profiles. Journal of Quality and Reliability Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-492021
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-492021