IDEAS home Printed from https://ideas.repec.org/a/taf/lstaxx/v54y2025i15p4830-4858.html
   My bibliography  Save this article

Multivariate generalized variance control chart under sensitizing rules with an application in petroleum process

Author

Listed:
  • Rashid Mehmood
  • Naveed Khan
  • Fawwad Hussain Qureshi
  • Babar Zaman
  • Kassimu Mpungu
  • Tajammal Imran

Abstract

In this study, a multivariate generalized variance (MGV) control chart with sensitizing rules is introduced for efficiently monitoring of small-to-moderate variations in the variance-covariance matrix. On this subject, control limit is constructed which depends on the probability of single point (PSP) and prefixed in-control average run length (ARL). To find the PSP such that in-control ARL remains almost equal to prefixed level, a single polynomial equation (SPE) is considered. Moreover, performance of the proposed MGV control chart is evaluated using individual and overall performance measures. Results reveal that behavior of the proposed multivariate generalized variance (MGV) control chart is remained consistent for all choices of sensitizing rules when process is in-control. The in-control ARL is resulted equal to the prefixed in-control ARL. Also, behavior of in-control median run length (MRL) and percentile run length (PRL) is observed similar for all choices of sensitizing rules. A comparative analysis revealed that proposed MGV control chart with an additional sensitizing rules outperformed for detection of small-to-moderate variations relative to the existing control charts with classical rule. Besides, the proposed MGV control chart is applied to petrolatum process as an application for monitoring the three physical diesel characteristics simultaneously.

Suggested Citation

  • Rashid Mehmood & Naveed Khan & Fawwad Hussain Qureshi & Babar Zaman & Kassimu Mpungu & Tajammal Imran, 2025. "Multivariate generalized variance control chart under sensitizing rules with an application in petroleum process," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 54(15), pages 4830-4858, August.
  • Handle: RePEc:taf:lstaxx:v:54:y:2025:i:15:p:4830-4858
    DOI: 10.1080/03610926.2024.2428996
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/03610926.2024.2428996
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/03610926.2024.2428996?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:lstaxx:v:54:y:2025:i:15:p:4830-4858. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/lsta .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.