Adaptive control charts for monitoring process mean and variance
The thesis is to integrate the adaptive techniques (variable sample size and/or sampling interval) in some advanced control charts and also design new adaptive control chart to improve the performance of monitoring both process mean and variance. Compared with the all-fixed charting parameters in tr...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Theses and Dissertations |
| Published: |
2008
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/5250 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Nanyang Technological University |
| id |
sg-ntu-dr.10356-5250 |
|---|---|
| record_format |
dspace |
| spelling |
sg-ntu-dr.10356-52502023-03-11T18:06:57Z Adaptive control charts for monitoring process mean and variance Wang, Peng Hui Wu Zhang School of Mechanical and Aerospace Engineering DRNTU::Engineering::Manufacturing::Production management The thesis is to integrate the adaptive techniques (variable sample size and/or sampling interval) in some advanced control charts and also design new adaptive control chart to improve the performance of monitoring both process mean and variance. Compared with the all-fixed charting parameters in traditional Shewhart charts, the adaptive control charts have at least one parameter to be adjusted using up-to-date process information. New adaptive charts are developed specially for different application scenarios, that is, whether variable sampling plan is feasible. The new charts are also studied for processes with autocorrelation. DOCTOR OF PHILOSOPHY (MPE) 2008-09-17T10:46:22Z 2008-09-17T10:46:22Z 2006 2006 Thesis Wang, P. H. (2006). Adaptive control charts for monitoring process mean and variance. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/5250 10.32657/10356/5250 Nanyang Technological University application/pdf |
| institution |
Nanyang Technological University |
| building |
NTU Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NTU Library |
| collection |
DR-NTU |
| topic |
DRNTU::Engineering::Manufacturing::Production management |
| spellingShingle |
DRNTU::Engineering::Manufacturing::Production management Wang, Peng Hui Adaptive control charts for monitoring process mean and variance |
| description |
The thesis is to integrate the adaptive techniques (variable sample size and/or sampling interval) in some advanced control charts and also design new adaptive control chart to improve the performance of monitoring both process mean and variance. Compared with the all-fixed charting parameters in traditional Shewhart charts, the adaptive control charts have at least one parameter to be adjusted using up-to-date process information. New adaptive charts are developed specially for different application scenarios, that is, whether variable sampling plan is feasible. The new charts are also studied for processes with autocorrelation. |
| author2 |
Wu Zhang |
| author_facet |
Wu Zhang Wang, Peng Hui |
| format |
Theses and Dissertations |
| author |
Wang, Peng Hui |
| author_sort |
Wang, Peng Hui |
| title |
Adaptive control charts for monitoring process mean and variance |
| title_short |
Adaptive control charts for monitoring process mean and variance |
| title_full |
Adaptive control charts for monitoring process mean and variance |
| title_fullStr |
Adaptive control charts for monitoring process mean and variance |
| title_full_unstemmed |
Adaptive control charts for monitoring process mean and variance |
| title_sort |
adaptive control charts for monitoring process mean and variance |
| publishDate |
2008 |
| url |
https://hdl.handle.net/10356/5250 |
| _version_ |
1761781759325765632 |