227
Views
3
CrossRef citations to date
0
Altmetric
Articles

Monitoring and control of beta-distributed multistage production processes

, , , , &
Pages 1-18 | Accepted 24 May 2017, Published online: 09 Jun 2017

References

  • Asadzadeh, S., & Aghaie, A. (2012). Improving the product reliability in multistage manufacturing and service operations. Quality and Reliability Engineering International, 28, 397–407.10.1002/qre.v28.4
  • Asadzadeh, S., Aghaie, A., & Yang, S. (2008). Monitoring and diagnosing multistage processes: A review of cause selecting control charts. Journal of Industrial and Systems Engineering, 2, 214–235.
  • Asadzadeh, S., Aghaie, A., & Shahriari, H. (2009). Monitoring dependent process steps using robust cause-selecting control charts. Quality and Reliability Engineering International, 25, 851–874.10.1002/qre.v25:7
  • Asadzadeh, S., Zerehsaz, Y., Saghaei, A., & Aghaie, A. (2011). Compound-estimator based cause-selecting control chart for monitoring multistage processes. Communications in Statistics - Simulation and Computation, 40, 322–344.10.1080/03610918.2010.539744
  • Bursian, N. R., Brovko, V. N., Georgievskii, V Yu, Gruver, V. M., & Filippov, M. M. (1988). Production of nonethylated A-76 gasoline by isomerization of gasoline fractions and reforming raffinate. Chemistry and Technology of Fuels and Oils, 24, 532–535.10.1007/BF00726113
  • Casella, G., & Berger, R. (2002). Statistical inference (2nd ed.). Pacific Grove, CA: Duxbury Advanced Series.
  • Chakraborti, S. (2000). Run length, average run length and false alarm rate of Shewhart X-bar chart: exact derivations by conditioning. Communications in Statistics – Simulation and Computation, 29, 61–81.
  • Cribari-Neto, F., & Zeileis, A. (2010). Beta regression in R. Journal of Statistical Software, 34, 1–24.
  • Doan, X. T., & Srinivasan, R. (2008). Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control. Computers and Chemical Engineering, 32, 230–243.10.1016/j.compchemeng.2007.05.010
  • Fenner, J. S., Jeong, M. K., & Lu, J. C. (2005). Optimal automatic control of multistage production processes. IEEE Transactions on Semiconductor Manufacturing, 18, 94–103.10.1109/TSM.2004.840532
  • Ferrari, S. L. P., & Cribari-Neto, F. (2004). Beta regression for modelling rates and proportions. Journal of Applied Statistics, 31(7), 799–815.10.1080/0266476042000214501
  • Hawkins, D. M. (1991). Multivariate quality control based on regression-adjusted variables. Technometrics, 33, 61–75.
  • Hawkins, D. M. (1993). Regression adjustment for variables in multivariate quality control. Journal of Quality Technology, 25, 170–182.
  • Jearkpaporn, D., Montgomery, D. C., Runger, G. C., & Borror, C. M. (2003). Process monitoring for correlated gamma-distributed data using generalized-linear-model-based control charts. Quality and Reliability Engineering International, 19, 477–491.10.1002/(ISSN)1099-1638
  • Jearkpaporn, D., Montgomery, D. C., Runger, G. C., & Borror, C. M. (2005). Model-based process monitoring using robust generalized linear models. International Journal of Production Research, 43, 1337–1354.10.1080/00207540412331299693
  • Jearkpaporn, D., Borror, C. M., Runger, G. C., & Montgomery, D. C. (2007). Process monitoring for mean shifts for multiple stage processes. International Journal of Production Research, 45, 5547–5570.10.1080/00207540701325371
  • Jin, M., & Tsung, F. (2009). A chart allocation strategy for multistage processes. IIE Transactions, 41, 790–803.10.1080/07408170902789068
  • Jin, M., Li, Y., & Tsung, F. (2010). Chart allocation strategy for serial-parallel multistage manufacturing processes. IIE Transactions, 42, 577–588.10.1080/07408170903394330
  • Kim, J., Al-Khalifa, K. N., Park, M., Jeong, M. K., Hamouda, A. M. S., & Elsayed, E. A. (2013). Adaptive cumulative sum charts with the adaptive runs rule. International Journal of Production Research, 51, 4556–4569.10.1080/00207543.2013.774504
  • Kim, J., Al-Khalifa, K. N., Jeong, M. K., Hamouda, A. M. S., & Elsayed, E. A. (2014). Multivariate statistical process control charts based on the approximate sequential χ2 test. International Journal of Production Research, 52, 5514–5527.10.1080/00207543.2014.917212
  • Kim, J., Jeong, M. K., Elsayed, E. A., Al-Khalifa, K. N., & Hamouda, A. M. S. (2016). An adaptive step-down procedure for fault variable identification. International Journal of Production Research, 54, 3187–3200.10.1080/00207543.2015.1076948
  • Kim, S., Jeong, M. K., & Elsayed, E. A. (2017). Generalized smoothing sarameters of multivariate EWMA control chart. IIE Transactions, 49, 58–69.
  • Kourti, T. (2003). Multivariate dynamic data modeling for analysis and statistical process control of batch processes, start-ups and grade transitions. Journal of Chemometrics, 17, 93–109.10.1002/(ISSN)1099-128X
  • Lee, M. H., & Khoo, M. B. (2006). Optimal statistical design of a multivariate EWMA chart based on ARL and MRL. Communications in Statistics – Simulation and Computation, 35, 831–847.
  • Li, Y., & Tsung, F. (2011). Detecting and diagnosing covariance matrix changes in multistage processes. IIE Transactions, 43, 259–274.10.1080/0740817X.2010.521805
  • Liu, J., Shi, J., & Hu, S. J. (2008). Engineering-driven factor analysis for variation sources identification in multistage manufacturing processes. ASME Transactions, Journal of Manufacturing Science and Engineering, 130, 0410091–04100910.
  • Liu, J., Shi, J., & Hu, S. J. (2009). Quality-assured setup planning based on the stream-of-variation model for multi-stage machining processes. IIE Transactions, 41, 323–334.10.1080/07408170802108526
  • MacGregor, J. F., & Kourti, T. (1995). Statistical process control of multivariate processes. Control Engineering Practice, 3, 403–414.10.1016/0967-0661(95)00014-L
  • Maravelakis, P. E., & Castagliola, P. (2009). An EWMA chart for monitoring the process standard deviation when parameters are estimated. Computational Statistics and Data Analysis, 53, 2653–2664.10.1016/j.csda.2009.01.004
  • Montgomery, D. C. (2001). Introduction to statistical process control (4th ed.). New York, NY: Wiley.
  • Nomikos, P., & MacGregor, J. F. (1994). Monitoring batch processes using multiway principal component analysis. AIChE Journal, 40, 1361–1375.10.1002/(ISSN)1547-5905
  • Nomikos, P., & MacGregor, J. F. (1995). Multivariate SPC charts for monitoring batch processes. Technometrics, 37, 41–59.10.1080/00401706.1995.10485888
  • Park, M., Kim, J., Jeong, M. K., Hamouda, A. M. S., Al-Khalifa, K. N., & Elsayed, E. A. (2012). Economic cost models of integrated APC controlled SPC charts. International Journal of Production Research, 50, 3936–3955.10.1080/00207543.2011.611542
  • Pierce, D. A., & Schafer, D. W. (1986). Residuals in generalized linear models. Journal of the American Statistical Association, 81, 977–986.10.1080/01621459.1986.10478361
  • Prater, N. H. (1956). Estimate gasoline yield from crudes. Petroleum Refiner, 35, 236–238.
  • Rajaram, K., & Robotis, A. (2004). Analyzing variability in continuous processes. European Journal of Operational Research, 156, 312–325.10.1016/S0377-2217(03)00044-4
  • Schmidt, K. (2002). A note on the overdispersed Poisson family. Insurance, Mathematics and Economics, 30, 21–25.10.1016/S0167-6687(01)00089-0
  • Shang, Y., Tsung, F., & Zou, C. (2013). Statistical process control for multistage processes with binary outputs. IIE Transactions, 45, 1008–1023.10.1080/0740817X.2012.723839
  • Shi, J., & Zhou, S. (2009). Quality control and improvement for multistage systems: A survey. IIE Transactions, 41, 744–753.10.1080/07408170902966344
  • Shu, L., Tsung, F., & Kapur, K. C. (2004). Design of multiple cause-selecting charts for multistage processes with model uncertainty. Quality Engineering, 16, 437–450.10.1081/QEN-120027945
  • Teoh, W. L., Khoo, M. B. C., Castagliola, P., & Lee, M. H. (2016). The exact run length distribution and design of the Shewhart X chart with estimated parameters based on median run length. Communications in Statistics – Simulation and Computation, 45, 2081–2103.
  • Yao, Y., & Gao, F. (2009). A survey on multistage/multiphase statistical modeling methods for batch processes. Annual Reviews in Control, 33, 172–183.10.1016/j.arcontrol.2009.08.001
  • Zhang, G. X. (1984). A new type of control charts and theory of diagnosis with control charts; World Quality Congress Transactions. American Society for Quality Control, 3, 175–185.
  • Zhong, J., Liu, J., & Shi, J. (2010). Predictive control considering model uncertainty for variation reduction in multistage assembly processes. IEEE Transactions on Automation Science and Engineering, 7, 724–735.10.1109/TASE.2009.2038714

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.