Improved quality of continuous flow manufacturing through the combination of statistical process control and conventional computer process control
This paper represents a portion of the evaluation of the use of Statistical Process Control within the realm of Conventional Computer Process Control. Various control charts commonly utilized in continuous processes are evaluated when subjected to process disturbances typical of continuous processes...
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| Published in | Computers & industrial engineering Vol. 15; no. 1; pp. 344 - 348 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Elsevier Ltd
1988
Pergamon Press Inc |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0360-8352 1879-0550 |
| DOI | 10.1016/0360-8352(88)90109-X |
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| Abstract | This paper represents a portion of the evaluation of the use of Statistical Process Control within the realm of Conventional Computer Process Control. Various control charts commonly utilized in continuous processes are evaluated when subjected to process disturbances typical of continuous processes. The control charts considered are the Moving Average and Moving Range Chart combination, the Individual and Moving Range Chart combination, and the Exponentially Weighted moving Average Chart. The types of process disturbances considered are unit step and linear trend disturbances to the process average. The evaluation is based on the determination of the Average Run Lengths (ARLs) resulting from computer simulations. |
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| AbstractList | This paper represents a portion of the evaluation of the use of Statistical Process Control within the realm of Conventional Computer Process Control. Various control charts commonly utilized in continuous processes are evaluated when subjected to process disturbances typical of continuous processes. The control charts considered are the Moving Average and Moving Range Chart combination, the Individual and Moving Range Chart combination, and the Exponentially Weighted moving Average Chart. The types of process disturbances considered are unit step and linear trend disturbances to the process average. The evaluation is based on the determination of the Average Run Lengths (ARLs) resulting from computer simulations. The use of statistical control process is evaluated within the realm of conventional computer process control. Various control charts commonly used in continuous processes are evaluated when subjected to process disturbances typical of continuous processes. The control charts considered are: 1. the moving average and moving range chart combination, 2. the individuals and moving range (IMR) chart combination, and 3. the exponentially weighted moving average chart. The types of process disturbances examined are unit step and linear trend disturbances to the process average. The evaluation is based on the determination of the average run lengths (ARL) resulting from computer simulations. In regard to the different disturbances in the process average, the ARL is dependent upon the type and magnitude of the disturbance. It is found that the IMR combination provides the greatest amount of strength in detecting both unit step disturbances and linear trend disturbances. |
| Author | Case, Kenneth E. English, John R. |
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| Cites_doi | 10.1080/00207547208929940 10.1080/00224065.1970.11980418 10.2307/1269449 10.1093/biomet/42.1-2.243 10.1080/00224065.1982.11978811 10.1080/00224065.1986.11979014 10.1080/00224065.1983.11978852 10.1093/biomet/49.1-2.171 10.2307/2281075 10.1080/00224065.1983.11978868 10.1002/j.1538-7305.1958.tb03870.x |
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| References | Montgomery (BIB5) 1985 Juran (BIB4) 1974 Roberts (BIB10) 1958; 37 Weiler (BIB11) 1953; 48 Brooks, Case (BIB1) 1987 Wheeler (BIB14) 1983; 15 Nelson (BIB7) 1983; 15 Page (BIB9) 1955; 42 Page (BIB8) 1962; 49 Champ, Woodall (BIB2) 1987; 29 Wortham (BIB15) 1972; 10 Nelson (BIB6) 1982; 13 Hunter (BIB3) 1986; 18 Weindling, Littauer, Oliveira (BIB12) 1970; 2 Western Electric Co., Inc. (BIB13) 1985 Wortham (10.1016/0360-8352(88)90109-X_BIB15) 1972; 10 Nelson (10.1016/0360-8352(88)90109-X_BIB7) 1983; 15 Weiler (10.1016/0360-8352(88)90109-X_BIB11) 1953; 48 Page (10.1016/0360-8352(88)90109-X_BIB9) 1955; 42 Page (10.1016/0360-8352(88)90109-X_BIB8) 1962; 49 Weindling (10.1016/0360-8352(88)90109-X_BIB12) 1970; 2 Wheeler (10.1016/0360-8352(88)90109-X_BIB14) 1983; 15 Brooks (10.1016/0360-8352(88)90109-X_BIB1) 1987 Roberts (10.1016/0360-8352(88)90109-X_BIB10) 1958; 37 Hunter (10.1016/0360-8352(88)90109-X_BIB3) 1986; 18 Juran (10.1016/0360-8352(88)90109-X_BIB4) 1974 Montgomery (10.1016/0360-8352(88)90109-X_BIB5) 1985 Western Electric Co., Inc. (10.1016/0360-8352(88)90109-X_BIB13) 1985 Nelson (10.1016/0360-8352(88)90109-X_BIB6) 1982; 13 Champ (10.1016/0360-8352(88)90109-X_BIB2) 1987; 29 |
| References_xml | – year: 1985 ident: BIB13 article-title: Statistical Quality Control Handbook – volume: 10 start-page: 393 year: 1972 end-page: 400 ident: BIB15 article-title: The Use of Exponentially Smoothed Data in Continuous Process Control publication-title: International Journal of Production Research – volume: 42 start-page: 243 year: 1955 end-page: 257 ident: BIB9 article-title: Control Charts with Warning Lines publication-title: Biometrika – year: 1987 ident: BIB1 article-title: The Application of Statistial Process Control to the Continuous Flow Process: The Effects of Autocorrelated Data – volume: 13 start-page: 172 year: 1982 end-page: 173 ident: BIB6 article-title: Control Charts for Individual Measurements publication-title: Journal of Quality Technology – volume: 48 start-page: 816 year: 1953 end-page: 825 ident: BIB11 article-title: The Use of Runs to Control the Mean in Quality Control publication-title: Journal of American Statistical Association – volume: 15 start-page: 99 year: 1983 end-page: 100 ident: BIB7 article-title: The Deceptiveness of Moving Averages publication-title: Journal of Quality Technology – volume: 2 start-page: 79 year: 1970 end-page: 85 ident: BIB12 article-title: Mean Action Time of the X-Control chart with Warning Limits publication-title: Journal of Quality Technology – volume: 15 start-page: 155 year: 1983 end-page: 170 ident: BIB14 article-title: Detecting a Shift in Process Average: Tables of the Power Function for X Charts publication-title: Journal of Quality Technology – year: 1985 ident: BIB5 article-title: Introduction to Statistical Quality Control – volume: 49 start-page: 171 year: 1962 end-page: 176 ident: BIB8 article-title: A modified Control Chart with Warning Limits publication-title: Biometrika – volume: 37 start-page: 83 year: 1958 end-page: 114 ident: BIB10 article-title: Properties of Control Chart Zone Tests publication-title: The Bell System Technical Journal – volume: 29 start-page: 393 year: 1987 end-page: 399 ident: BIB2 article-title: Exact Results for Shewhart Control Charts with Supplementary Runs Rules publication-title: Technometrics – volume: 18 start-page: 203 year: 1986 end-page: 210 ident: BIB3 article-title: The Exponentially weighted Moving Average publication-title: Journal of Quality Technology – year: 1974 ident: BIB4 article-title: Quality Control Handbook – volume: 10 start-page: 393 year: 1972 ident: 10.1016/0360-8352(88)90109-X_BIB15 article-title: The Use of Exponentially Smoothed Data in Continuous Process Control publication-title: International Journal of Production Research doi: 10.1080/00207547208929940 – volume: 2 start-page: 79 year: 1970 ident: 10.1016/0360-8352(88)90109-X_BIB12 article-title: Mean Action Time of the X-Control chart with Warning Limits publication-title: Journal of Quality Technology doi: 10.1080/00224065.1970.11980418 – year: 1987 ident: 10.1016/0360-8352(88)90109-X_BIB1 – volume: 29 start-page: 393 year: 1987 ident: 10.1016/0360-8352(88)90109-X_BIB2 article-title: Exact Results for Shewhart Control Charts with Supplementary Runs Rules publication-title: Technometrics doi: 10.2307/1269449 – volume: 42 start-page: 243 year: 1955 ident: 10.1016/0360-8352(88)90109-X_BIB9 article-title: Control Charts with Warning Lines publication-title: Biometrika doi: 10.1093/biomet/42.1-2.243 – volume: 13 start-page: 172 year: 1982 ident: 10.1016/0360-8352(88)90109-X_BIB6 article-title: Control Charts for Individual Measurements publication-title: Journal of Quality Technology doi: 10.1080/00224065.1982.11978811 – year: 1985 ident: 10.1016/0360-8352(88)90109-X_BIB13 – year: 1974 ident: 10.1016/0360-8352(88)90109-X_BIB4 – year: 1985 ident: 10.1016/0360-8352(88)90109-X_BIB5 – volume: 18 start-page: 203 year: 1986 ident: 10.1016/0360-8352(88)90109-X_BIB3 article-title: The Exponentially weighted Moving Average publication-title: Journal of Quality Technology doi: 10.1080/00224065.1986.11979014 – volume: 15 start-page: 99 year: 1983 ident: 10.1016/0360-8352(88)90109-X_BIB7 article-title: The Deceptiveness of Moving Averages publication-title: Journal of Quality Technology doi: 10.1080/00224065.1983.11978852 – volume: 49 start-page: 171 year: 1962 ident: 10.1016/0360-8352(88)90109-X_BIB8 article-title: A modified Control Chart with Warning Limits publication-title: Biometrika doi: 10.1093/biomet/49.1-2.171 – volume: 48 start-page: 816 year: 1953 ident: 10.1016/0360-8352(88)90109-X_BIB11 article-title: The Use of Runs to Control the Mean in Quality Control publication-title: Journal of American Statistical Association doi: 10.2307/2281075 – volume: 15 start-page: 155 year: 1983 ident: 10.1016/0360-8352(88)90109-X_BIB14 article-title: Detecting a Shift in Process Average: Tables of the Power Function for X Charts publication-title: Journal of Quality Technology doi: 10.1080/00224065.1983.11978868 – volume: 37 start-page: 83 year: 1958 ident: 10.1016/0360-8352(88)90109-X_BIB10 article-title: Properties of Control Chart Zone Tests publication-title: The Bell System Technical Journal doi: 10.1002/j.1538-7305.1958.tb03870.x |
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| Snippet | This paper represents a portion of the evaluation of the use of Statistical Process Control within the realm of Conventional Computer Process Control. Various... The use of statistical control process is evaluated within the realm of conventional computer process control. Various control charts commonly used in... |
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| SubjectTerms | Continuous processing Control charts Process controls Quality control Statistical process control |
| Title | Improved quality of continuous flow manufacturing through the combination of statistical process control and conventional computer process control |
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