173
Views
1
CrossRef citations to date
0
Altmetric
Research Article

Monitoring multivariate simple linear profiles using individual observations

ORCID Icon, &
Pages 3573-3592 | Received 05 Jul 2020, Accepted 12 Jun 2021, Published online: 20 Jun 2021

References

  • Kang L, Albin SL. On-line monitoring when the process yields a linear profile. J Qual Technol. 2000;32(4):418–426.
  • Mestek O, Pavlik J, Suchanek M. Multivariate control charts: control charts for calibration curves. Fresenius J Anal Chem. 1994;350(6):344–351.
  • Stover FS, Brill RV. Statistical quality control applied to ion chromatography calibrations. J Chromatogr A. 1998;804(1–2):37–43.
  • Mahmoud MA, Woodall WH. Phase I analysis of linear profiles with calibration applications. Technometrics. 2004;46(4):380–391.
  • Woodall WH, Spitzner DJ, Montgomery DC, et al. Using control charts to monitor process and product quality profiles. J Qual Technol. 2004;36(3):309–320.
  • Wang K, Tsung F. Using profile monitoring techniques for a data-rich environment with huge sample size. Qual Reliab Eng Int. 2005;21(7):677–688.
  • Gupta S, Montgomery DC, Woodall WH. Performance evaluation of two methods for online monitoring of linear calibration profiles. Int J Product Res. 2006;44(10):1927–1942.
  • Woodall WH. Current research on profile monitoring. Production. 2007;17(3):420–425.
  • Williams JD, Woodall WH, Birch JB. Statistical monitoring of nonlinear product and process quality profiles. Qual Reliab Eng Int. 2007;23(8):925–941.
  • Noorossana R, Amiri A, Soleimani P. On the monitoring of autocorrelated linear profiles. Comm Statist Theory Methods. 2008;37(3):425–442.
  • Noorossana R, Eyvazian M, Vaghefi A. Phase II monitoring of multivariate simple linear profiles. Comput Ind Eng. 2010;58(4):563–570.
  • Jensen WA, Birch JB, Woodall WH. Monitoring correlation within linear profiles using mixed models. J Qual Technol. 2008;40(2):167–183.
  • Montgomery DC. Introduction to statistical quality control. 6th ed. New York: Wiley; 2009.
  • Abbas T, Ahmad S, Riaz M, et al. A Bayesian way of monitoring the linear profiles using CUSUM control charts. Commu Statist Simulation Comput. 2019;48(1):126–149.
  • Abbas T, Mahmood T, Riaz M, et al. Improved linear profiling methods under classical and bayesian setups: an application to chemical gas sensors. Chemometr Intell Lab Syst. 2020;196:Article ID 103908.
  • Abbas T, Qian Z, Ahmad S, et al. Bayesian monitoring of linear profile monitoring using DEWMA charts. Qual Reliab Eng Int. 2017;33(8):1783–1812.
  • Mahmood T, Riaz M, Omar MH, et al. Alternative methods for the simultaneous monitoring of simple linear profile parameters. Int J Adv Manuf Tech. 2018;97(5–8):2851–2871.
  • He K, Zhang Q, Hong Y. Profile monitoring based quality control method for fused deposition modeling process. J Intell Manuf. 2019;30(2):947–958.
  • Riaz M, Saeed U, Mahmood T, et al. An improved control chart for monitoring linear profiles and its application in thermal conductivity. IEEE Access. 2020;8:1–1.
  • Mahmood T. Generalized linear model based monitoring methods for high-yield processes. Qual Reliab Eng Int. 2020;5(36):1570–1591.
  • Kim K, Mahmoud MA, Woodall WH. On the monitoring of linear profiles. J Qual Technol. 2003;35(3):317–328.
  • Lowry CA, Woodall WH, Champ CW, et al. A multivariate exponentially weighted moving average control charts. Technometrics. 1992;34(1):46–53.
  • Zou C, Tsung F, Wang Z. Monitoring general linear profiles using multivariate exponentially weighted moving average schemes. Technometrics. 2007;49(4):395–408.
  • Capizzi G, Masarotto G. Linear profile monitoring using an adaptive EWMA control chart. In: 2010 IEEE International Conference on Industrial Engineering and Engineering Management, Macao, China; 2010. p. 1425–1429.
  • Li Z, Wang Z. An exponentially weighted moving average scheme with variable sampling intervals for monitoring linear profiles. Comput Ind Eng. 2010;59(4):630–637.
  • Saghaei A, Mehrjoo M, Amiri A. A CUSUM-based method for monitoring simple linear profiles. Int J Adv Manuf Tech. 2009;45(11–12):1252–1260.
  • Woodall WH, Montgomery DC. Some current directions in the theory and application of statistical process monitoring. J Qual Technol. 2014;46(1):78–94.
  • Riaz M, Touqeer F. On the performance of linear profile methodologies under runs rules schemes. Qual Reliab Eng Int. 2015;31(8):1473–1482.
  • Qi D, Wang Z, Zi X, et al. Phase II monitoring of generalized linear profiles using weighted likelihood ratio charts. Comput Ind Eng. 2016;94:178–187.
  • Riaz M, Mahmood T, Abbas N, et al. On improved monitoring of linear profiles under modified successive sampling. Qual Reliab Eng Int. 2019;35(7):2202–2227.
  • Riaz M, Mahmood T, Abbasi SA, et al. Linear profile monitoring using EWMA structure under ranked set schemes. Int J Adv Manuf Tech. 2017;91(5–8):2751–2775.
  • Haq A, Bibi M, Shah BA. A novel approach to monitor simple linear profiles using individual observations. Comm Statist Simulation Comput. 2020;1–14.
  • Wade MR, Woodall WH. A review and analysis of cause-selecting control charts. J Qual Technol. 1993;25(3):161–169.
  • Runger GC, Prabhu SS. A markov chain model for the multivariate exponentially weighted moving averages control chart. J Am Stat Assoc. 1996;91(436):1701–1706.
  • Prabhu SS, Runger GC. Designing a multivariate EWMA control chart. J Qual Technol. 1997;29(1):8–15.
  • Alkahtani S, Schaffer J. A double multivariate exponentially weighted moving average (dEWMA) control chart for a process location monitoring. Comm Statist Simulation Comput. 2012;41(2):238–252.
  • Reynolds Jr MR, Amin RW, Arnold JC. CUSUM charts with variable sampling intervals. Technometrics. 1990;32(4):371–384.
  • Li Z, Zou C, Gong Z, et al. The computation of average run length and average time to signal: an overview. J Stat Comput Simul. 2014;84(8):1779–1802.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.