In some manufacturing or non-manufacturing systems, the process outcome is better characterized by a relationship between a main variable and some associated supporting variables. The monitoring of this functional relationship over time is termed as profile monitoring. This study aims to improve Phase II monitoring of simple linear profiles by using auxiliary information which is correlated with the main variable. To accomplish that, using a mean estimator, two auxiliary information-based (AIB) control charts namely AIB-MEWMA and AIB-DMEWMA charts are proposed for detecting different shifts in model parameters. Using two numerical examples based on simulation studies, the sensitivity of the proposed control charts is evaluated and compared with the existing MEWMA and DMEWMA charts in terms of the average run length (ARL) metric. The results of simulations reveal that the proposed charts perform better than the existing MEWMA and DMEWMA charts. The applicability of the proposed control charting methods is demonstrated using a real-life data example from the cylinder production process.
Dirbaz, H., Amiri, A., Maleki, M. R., & Salmasnia, A. (2023). Improved Control Charts for Phase II Monitoring of Simple Linear Profiles Using Auxiliary Information. (e23081). Scientia Iranica, (), e23081 https://doi.org/10.24200/sci.2023.59426.6238
MLA
Dirbaz, H., Amiri, A., Maleki, M. R., & Salmasnia, A. "Improved Control Charts for Phase II Monitoring of Simple Linear Profiles Using Auxiliary Information" .e23081 , Scientia Iranica, , 2023, e23081. doi: 10.24200/sci.2023.59426.6238
HARVARD
Dirbaz H., Amiri A., Maleki M. R., Salmasnia A. (2023). 'Improved Control Charts for Phase II Monitoring of Simple Linear Profiles Using Auxiliary Information', Scientia Iranica, (), e23081. doi: 10.24200/sci.2023.59426.6238
CHICAGO
H. Dirbaz, A. Amiri, M. R. Maleki & A. Salmasnia, "Improved Control Charts for Phase II Monitoring of Simple Linear Profiles Using Auxiliary Information," Scientia Iranica, (2023): e23081, doi: 10.24200/sci.2023.59426.6238
VANCOUVER
Dirbaz H., Amiri A., Maleki M. R., Salmasnia A. Improved Control Charts for Phase II Monitoring of Simple Linear Profiles Using Auxiliary Information. Scientia Iranica. 2023;():e23081. doi: 10.24200/sci.2023.59426.6238
