Bernoulli cusum chart in quality control
This report examines the effectiveness of the Bernoulli Cusum chart to detect the shift in the process, and compares it to that of a np chart and a Binomial Cusum Chart. Bernoulli Cusum Chart is somehow similar to the Binomial Cusum Chart, except in the sample size. The np chart is also studied to d...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2011
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| Online Access: | http://hdl.handle.net/10356/45318 |
| _version_ | 1824456026934476800 |
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| author | Yeo, Chew Ling. |
| author2 | Wu Zhang |
| author_facet | Wu Zhang Yeo, Chew Ling. |
| author_sort | Yeo, Chew Ling. |
| collection | NTU |
| description | This report examines the effectiveness of the Bernoulli Cusum chart to detect the shift in the process, and compares it to that of a np chart and a Binomial Cusum Chart. Bernoulli Cusum Chart is somehow similar to the Binomial Cusum Chart, except in the sample size. The np chart is also studied to discover to its effectiveness compared to the Bernoulli Cusum chart.
During the course of the project, investigation and studies were done on the 3 control charts. The Bernoulli Cusum chart as well as the np chart and Binomial Cusum chart are designed and the out-of control-Average Time to Signal (ATS) is calculated and validated by simulation.
In addition, performance tests were conducted on the 3 control charts. The ATS of the 3 charts were compared by plotting it against the fraction nonconforming p. It was found that the ATS of the Bernoulli Cusum chart are generally lower than that of the np chart and Binomial Cusum chart when the false alarm rate is held at a same level. |
| first_indexed | 2025-02-19T03:47:34Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/45318 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:47:34Z |
| publishDate | 2011 |
| record_format | dspace |
| spelling | ntu-10356/453182019-12-10T13:02:11Z Bernoulli cusum chart in quality control Yeo, Chew Ling. Wu Zhang School of Mechanical and Aerospace Engineering DRNTU::Engineering::Manufacturing::Production management This report examines the effectiveness of the Bernoulli Cusum chart to detect the shift in the process, and compares it to that of a np chart and a Binomial Cusum Chart. Bernoulli Cusum Chart is somehow similar to the Binomial Cusum Chart, except in the sample size. The np chart is also studied to discover to its effectiveness compared to the Bernoulli Cusum chart. During the course of the project, investigation and studies were done on the 3 control charts. The Bernoulli Cusum chart as well as the np chart and Binomial Cusum chart are designed and the out-of control-Average Time to Signal (ATS) is calculated and validated by simulation. In addition, performance tests were conducted on the 3 control charts. The ATS of the 3 charts were compared by plotting it against the fraction nonconforming p. It was found that the ATS of the Bernoulli Cusum chart are generally lower than that of the np chart and Binomial Cusum chart when the false alarm rate is held at a same level. Bachelor of Engineering (Mechanical Engineering) 2011-06-13T00:46:22Z 2011-06-13T00:46:22Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/45318 en Nanyang Technological University 77 p. application/msword |
| spellingShingle | DRNTU::Engineering::Manufacturing::Production management Yeo, Chew Ling. Bernoulli cusum chart in quality control |
| title | Bernoulli cusum chart in quality control |
| title_full | Bernoulli cusum chart in quality control |
| title_fullStr | Bernoulli cusum chart in quality control |
| title_full_unstemmed | Bernoulli cusum chart in quality control |
| title_short | Bernoulli cusum chart in quality control |
| title_sort | bernoulli cusum chart in quality control |
| topic | DRNTU::Engineering::Manufacturing::Production management |
| url | http://hdl.handle.net/10356/45318 |
| work_keys_str_mv | AT yeochewling bernoullicusumchartinqualitycontrol |