Modified control chart for monitoring the variance
نویسندگان
چکیده
ABSTRACT. Goal: The main objective of this research paper is to propose a chart, named Modified Control Chart, where the process variance () allowed be larger than in-control value until maximum (), as long remains capable, in sense that it produces specified (tolerated) small fraction non-conforming items. Design / Methodology Approach: methodology was quantitative approach with statistical analysis simulated data, assess practical impact increase control terms quality requirements. Results: data showed by using proposed Chart number unnecessary interventions could decreased, contributing improve its efficiency. Limitations investigation: assumed mean and known, which unlikely occur real applications. Research considering unknown parameters also progress. Practical implications: S2 Modified detects only genuinely increases variance, significantly rate items being produced, preventing stop assessment for assignable causes if occurs, higher efficiency reduce costs. Originality Value: This introduces new chart monitor characteristics produced capable processes, overcontrol.
منابع مشابه
A Self-starting Control Chart for Simultaneous Monitoring of Mean and Variance of Simple Linear Profiles
In many processes in real practice at the start-up stages the process parameters are not known a priori and there are no initial samples or data for executing Phase I monitoring and estimating the process parameters. In addition, the practitioners are interested in using one control chart instead of two or more for monitoring location and variability of processes. In this paper, we consider a s...
متن کاملA Synthetic Scaled Weighted Variance Control Chart for Monitoring the Process Mean of Skewed Populations
In this paper, a synthetic scaled weighted variance Xbar (synthetic SWV-Xbar) control chart is proposed to monitor the process mean of skewed populations. A comparison between the performances of the synthetic SWV-Xbar and synthetic WV-Xbar charts are made in terms of the average run length (ARL) values for the various levels of skewnesses as well as different magnitudes of positive and negativ...
متن کاملA New S2-EWMA Control Chart for Monitoring the Process Variance
This article demonstrates how a three-parameter logarithmic transformation combined with an exponentially weighted moving average (EWMA) approach can be used to monitor the sample variance of a process. The computation of the parameters of the logarithmic transformation and the control limits are explained. An easy-to-use table is provided and an illustrative example is given. The performance o...
متن کاملThe Max EWMAMS control chart for joint monitoring of process mean and variance with individual observations
A traditional approach to monitor both the location and the scale parameters of a quality characteristic is to use two separate control charts. These schemes have some difficulties in concurrent tracking and interpretation. To overcome these difficulties, some researchers have proposed schemes consisting only one chart. However, none of these schemes is designed to work with individual observat...
متن کاملA Control Chart for Monitoring Process Variability
The Shewhart and the Bonferroni-adjustment S control charts are usually applied to monitor the standard deviation of a quality characteristic. The control limits of these charts are constructed using approximately the normal distribution in case that the standard deviation parameter is known or unknown. In this paper, we establish a new S chart that is based approximately on the normal distribu...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Brazilian journal of operations & production management
سال: 2021
ISSN: ['2237-8960', '1679-8171']
DOI: https://doi.org/10.14488/bjopm.2021.015