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New process capability index using Taguchi loss functions


Citation

Abdolshah, Mohammad and Mohd Yusuff, Rosnah and Tang, Sai Hong and Ismail, Md. Yusof (2009) New process capability index using Taguchi loss functions. Journal of Applied Sciences, 9 (20). pp. 3775-3779. ISSN 1812-5654; ESSN: 1812-5662

Abstract

Classic process capability indices such as Ca, Cp and Cpk are well-known process capability indices, which are using widely. Since, process capability indices predict the capability of a process, they must have a significant relation with rate of rejects and losses. Studies showed that mostly process capability indices do not have a significant relation with rate of rejects or losses. Therefore, the loss-based indices are more appropriate and suitable indices to predict the capability of a process. In order to define a new loss-based process capability index, Taguchi loss functions were employed and this study proposed a novel process capability index called Taguchi-based Process Capability Index (TPCI). The methodology of this process capability index is based on standard rate of rejects for a capable process compared to other cases. Therefore, this study develops a new process capability index, which is Taguchi loss function-based and sensitive to losses. This new process capability index can provide a realistic and applicable metric to evaluate a process.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
DOI Number: https://doi.org/10.3923/jas.2009.3775.3779
Publisher: Asian Network for Scientific Information
Keywords: Process capability index; Loss; Loss-based process capability index; Taguchi loss functions; Loss functions; Taguchi-based process capability index
Depositing User: Fatimah Zahrah @ Aishah Amran
Date Deposited: 25 Dec 2014 09:58
Last Modified: 25 Nov 2015 06:57
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.3923/jas.2009.3775.3779
URI: http://psasir.upm.edu.my/id/eprint/15803
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