ratio distribution;
Run Rules;
Markov chain;
SHEWHART CONTROL CHARTS;
LENGTH DISTRIBUTION;
(X)OVER-BAR CHARTS;
SAMPLE-SIZE;
PERFORMANCE;
COEFFICIENT;
PARAMETERS;
SENSITIVITY;
ISSUES;
D O I:
10.1080/00207543.2015.1047982
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Recent studies show that Shewhart-type control charts monitoring the ratio of two normal random variables are useful to perform continuous surveillance in several manufacturing environments; anyway, they have a poor statistical sensitivity in the detection of small or moderate process shifts. The statistical sensitivity of a Shewhart control chart can be improved by implementing supplementary Run Rules. In this paper, we investigate the performance of Phase II Run Rules Shewhart control charts monitoring the ratio with each subgroup consisting of [GRAPHICS] sample units. A Markov chain methodology coupled with an efficient normal approximation of the ratio distribution is used to evaluate the statistical performance of these charts. We provide an extensive numerical analysis consisting of several tables and figures to discuss the statistical performance of the investigated charts for deterministic and random shift sizes affecting the in-control ratio. An illustrative example from the food industry is provided for illustration.
机构:
Dong A Univ, Div Artificial Intelligence, 33 Xo Viet Nghe Tinh St, Hai Chau 50206, Da Nang, VietnamDong A Univ, Div Artificial Intelligence, 33 Xo Viet Nghe Tinh St, Hai Chau 50206, Da Nang, Vietnam
Huu Du Nguyen
Kim Phuc Tran
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机构:
Ecole Natl Super Arts & Ind Text, GEMTEX Lab, BP 30329, F-59056 Roubaix 1, FranceDong A Univ, Div Artificial Intelligence, 33 Xo Viet Nghe Tinh St, Hai Chau 50206, Da Nang, Vietnam
Kim Phuc Tran
Thong Ngee Goh
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机构:
Natl Univ Singapore, Ind & Syst Engn Dept, 21 Lower Kent Ridge Rd, Singapore 119077, SingaporeDong A Univ, Div Artificial Intelligence, 33 Xo Viet Nghe Tinh St, Hai Chau 50206, Da Nang, Vietnam
机构:
Division of Artificial Intelligence, Dong A University, 33 Xo Viet Nghe Tinh St., Hai Chau, Da NangDivision of Artificial Intelligence, Dong A University, 33 Xo Viet Nghe Tinh St., Hai Chau, Da Nang
Nguyen H.D.
Tran K.P.
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机构:
Ecole Nationale Supérieure des Arts et Industries Textiles, GEMTEX Laboratory, BP, Roubaix Cedex 1Division of Artificial Intelligence, Dong A University, 33 Xo Viet Nghe Tinh St., Hai Chau, Da Nang
Tran K.P.
Goh T.N.
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机构:
Industrial and Systems Engineering Department, National University of Singapore, 21 Lower Kent Ridge Rd., SingaporeDivision of Artificial Intelligence, Dong A University, 33 Xo Viet Nghe Tinh St., Hai Chau, Da Nang
机构:
Dong A Univ, Div Artificial Intelligence, Da Nang, VietnamDong A Univ, Div Artificial Intelligence, Da Nang, Vietnam
Huu Du Nguyen
Kim Phuc Tran
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机构:
Ecole Natl Super Arts & Ind Text, GEMTEX Lab, Roubaix, FranceDong A Univ, Div Artificial Intelligence, Da Nang, Vietnam
Kim Phuc Tran
Heuchenne, Henri L.
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机构:
Ton Duc Thang Univ, Informetr Res Grp, Ho Chi Minh City 758307, Vietnam
Ton Duc Thang Univ, Fac Informat Technol, Ho Chi Minh City, VietnamDong A Univ, Div Artificial Intelligence, Da Nang, Vietnam
机构:
Dong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, VietnamDong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, Vietnam
Kim Duc Tran
Khaliq, Qurat-Ul-Ain
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机构:
Allama Iqbal Open Univ, Dept Stat, Islamabad, PakistanDong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, Vietnam
Khaliq, Qurat-Ul-Ain
Nadi, Adel Ahmadi
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机构:
Univ Lille, GEMTEX, ENSAIT, F-59000 Lille, FranceDong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, Vietnam
Nadi, Adel Ahmadi
Thi Hien Nguyen
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机构:
Dong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, Vietnam
CY Cergy Paris Univ, Lab AGM, UMR CNRS 8088, F-95000 Cergy, FranceDong A Univ, Int Res Inst Artificial Intelligence & Data Sci, Danang, Vietnam