Optimizing the Cost of Integrated Model for Fuzzy Failure Weibull Distribution Using Genetic Algorithm

Pramote Charongrattanasakul; Adisak Pongpullponsak

doi:10.4186/ej.2017.21.2.253

Optimizing the Cost of Integrated Model for Fuzzy Failure Weibull Distribution Using Genetic Algorithm

Authors

Pramote Charongrattanasakul King Mongkut's University of Technology Thonburi
Adisak Pongpullponsak King Mongkut's University of Technology Thonburi

DOI:

https://doi.org/10.4186/ej.2017.21.2.253

Keywords:

Integrated model, fuzzy weibull distribution, EWMA, genetic algorithm, centroid method.

Abstract

This research applies the fuzzy concept in development of an integrated model (Statistical process control and Maintenance management) with Weibull distribution for Exponentially Weighted Moving Average (EWMA) control chart. Since sample data may contain uncertainties coming from measurement systems and environment conditions, fuzzy number is used to inspect these suspicions. Moreover, the Weibull distribution with fuzzy scale parameters is considers, and the genetic algorithm approach is used to determine the optimal values of six variables that minimize the fuzzy hourly cost. Finally, the fuzzy hourly cost is transformed to crisp number by the centroid defuzzification.

Downloads

Download data is not yet available.

Author Biographies

Pramote Charongrattanasakul
Google Scholar

Department of Mathematics, Faculty of Science, King Mongkut's University of Technology Thonburi, Bangkok 10140, Thailand

Adisak Pongpullponsak
Google Scholar

Department of Mathematics, Faculty of Science, King Mongkut's University of Technology Thonburi, Bangkok 10140, Thailand

Downloads

Published In

Vol 21 No 2, Mar 31, 2017

How to Cite

[1]

P. Charongrattanasakul and A. Pongpullponsak, “Optimizing the Cost of Integrated Model for Fuzzy Failure Weibull Distribution Using Genetic Algorithm”, Eng. J., vol. 21, no. 2, pp. 253-268, Mar. 2017.

Cited By

Find in Google Scholar

Authors who publish with Engineering Journal agree to transfer all copyright rights in and to the above work to the Engineering Journal (EJ)'s Editorial Board so that EJ's Editorial Board shall have the right to publish the work for nonprofit use in any media or form. In return, authors retain: (1) all proprietary rights other than copyright; (2) re-use of all or part of the above paper in their other work; (3) right to reproduce or authorize others to reproduce the above paper for authors' personal use or for company use if the source and EJ's copyright notice is indicated, and if the reproduction is not made for the purpose of sale.