CONSTRUCTION OF FUZZY C CONTROL CHARTS BASED ON FUZZY RULE METHOD
Abstract
A control chart is a tool that is used for representing and monitoring the process. Also control chart detected process shifts and abnormal conditions in a process. In a process monitored the c control charts, due to the uncertainty of the attribute data, c control chart may not applicable for the process since it’s required certain information. Many papers of fuzzy control charts with type-1 fuzzy sets based on transformation techniques are exist in literature. This paper constructed the fuzzy c control chart based on fuzzy rule method. The proposed fuzzy rule c control chart is applied in real world data.
Keywords
References
- [1] H. Rowlands and L.R. Wang, An approach of fuzzy logic evaluation and control in SPC, Quality Reliability Engineering Intelligent 16 ,2000, 91-98.
- [2] S.M. El-Shal, and A.S. Morris, A fuzzy rule-based algorithm to improve the performance of statistical process control in quality systems, Journal of Intelligent Fuzzy Systems 9 , 2000, 207-223.
- [3] M.H.F., Zarandi, A. Alaeddini and I.B. Turksen, A hybrid fuzzy adaptive sampling – Run rules for Shewhart control charts, Information Sciences 178 , 2008, 1152-1170.
- [4] N. Erginel, Fuzzy individual and moving range control charts with α-cuts, Journal of Intelligent & Fuzzy Systems 19 , 2008 , 373-383.
- [5] S. Şentürk and N. Erginel, Development of fuzzy and control charts using α-cuts, Information Sciences 179 , 2009 , 1542-1551.
- [6] S. Şentürk, Fuzzy Regression Control Chart Based on α-cut Approximation, International Journal of Computational Intelligence Systems 3(1) , 2010 , 123-140.
- [7] N. Erginel, S. Şentürk, C. Kahraman and İ. Kaya, Evaluating the packing process in food industry using fuzzy and control charts, International Journal of Computational Intelligence Systems, 4, 2011, 509-520.
- [8] T. Raz and J.H. Wang, Probabilistic and memberships approaches in the construction of control chart for linguistic data, Production Planning and Control 1 ,1990, 147.
- [9] J.H. Wang and T. Raz, On the construction of control charts using linguistic variables, Intelligent Journal of Production Research, 28 , 1990, 477-487.
- [10] A. Kanagawa, F. Tamaki and H. Ohta, Control charts for process average and variability based on linguistic data, Intelligent Journal of Production Research, 31(4) ,1993, 913-922.