Fuzzy Approach to Statistical Control Charts

被引:13
作者
Sorooshian, Shahryar [1 ]
机构
[1] Univ Malaysia Pahang, Fac Technol, Gambang Kuantan 26300, Pahang, Malaysia
关键词
LINGUISTIC VARIABLES; CONSTRUCTION;
D O I
10.1155/2013/745153
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
After investigating the advantages and disadvantages of current methods of statistical process control, it becomes important to overcome the disadvantages and then use the advantages to improve a method for monitoring a process with categorical observations. An approach which considers uncertainty and vagueness is tried for this study; and for this purpose, fuzzy set theory is inevitable to use. So, a new approach based on fuzzy set theory is introduced in this research for monitoring attribute quality characteristics. This approach is then compared with the current related approach to see the difference in performance.
引用
收藏
页数:6
相关论文
共 24 条
[1]   FUZZY-LOGIC - BETTER SCIENCE - OR BETTER ENGINEERING - DISCUSSION [J].
ALMOND, RG .
TECHNOMETRICS, 1995, 37 (03) :267-270
[2]  
[Anonymous], 1997, FRONTIERS STAT QUALI
[3]   A FUZZY SET THEORETIC INTERPRETATION OF ECONOMIC-CONTROL LIMITS [J].
BRADSHAW, CW .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1983, 13 (04) :403-408
[4]   Fuzzy process control: construction of control charts with fuzzy numbers [J].
Cheng, CB .
FUZZY SETS AND SYSTEMS, 2005, 154 (02) :287-303
[5]   THE CHI-2 TEST OF GOODNESS OF FIT [J].
COCHRAN, WG .
ANNALS OF MATHEMATICAL STATISTICS, 1952, 23 (03) :315-345
[6]   FUZZY-SETS - A CONVENIENT FICTION FOR MODELING VAGUENESS AND POSSIBILITY [J].
DUBOIS, D ;
PRADE, H .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1994, 2 (01) :16-21
[7]  
Duncan A.J., 1950, Industrial Quality Control, V7, P11
[8]   Control chart for linguistic variables: a method based on the use of linguistic quantifiers [J].
Franceschini, F ;
Romano, D .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1999, 37 (16) :3791-3801
[9]   Development of fuzzy process control charts and fuzzy unnatural pattern analyses [J].
Guelbay, Murat ;
Kahraman, Cengiz .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2006, 51 (01) :434-451
[10]   α-cut fuzzy control charts for linguistic data [J].
Gülbay, M ;
Kahraman, C ;
Ruan, D .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2004, 19 (12) :1173-1195