Djauhari, Maman Abdurachman and Salleh, R. M. (2011) A high breakdown point robust phase I operation of process variability monitoring based on individual observations. In: 2011 IEEE International Conference On Quality And Reliability (ICQR 2011), 14-17 Sept, 2011, Bangkok, Thailand.
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Official URL: http://dx.doi.org/10.1109/ICQR.2011.6031613
Abstract
This paper presents an improvement of data concentration process in FMCD algorithm in order to increase its computational efficiency. A simulation study indicates that the improved algorithm is promising in reducing the running time. This advantage will allow the users to use more efficiently that algorithm in multivariate analysis including in the development of a high breakdown point robust Phase I operation in monitoring manufacturing process quality based on individual observations. A real example in Phase I operation of process variability will be presented and discussed to illustrate the advantage of the proposed improved algorithm
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | Robustness, Monitoring, Algorithm design and analysis, Covariance matrix, Electric breakdown, Computational complexity, Computational efficiency, vector variance, covariance determinant, Mahalanobis distance, multivariate normal distribution, statistical process control |
| Subjects: | Q Science > Q Science (General) |
| Divisions: | Science |
| ID Code: | 45479 |
| Deposited By: | Haliza Zainal |
| Deposited On: | 10 Jun 2015 03:01 |
| Last Modified: | 28 Aug 2017 01:18 |
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