CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW

Volume: 5 Number: 2 March 1, 2010
  • Aslan Deniz Karaoglan
Engineering Sciences Cover
Engineering Sciences
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CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW

Abstract

One of the primary tools used in statistical quality control is the control charts. The standard assumptions that are usually cited in justifying the use of control charts are that the data generated by the in control process are independent and identically distributed. However the independency assumption is not realistic in practice. Data sets collected from industrial processes may have correlation among adjacent observations (autocorrelation). In this case control charts are modified to monitor the autocorrelated process observation. Many scientists made contributions in the area of control charts for autocorrelated data. In the present paper, a comprehensive overview for control charts for autocorrelated data is given by discussing both theoretical developments and practical experiences, and identifying research trends. Finally, historical progression in this field was emphasized and recommendations for future research are suggested.

Keywords

Details

Primary Language

Turkish

Subjects

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Journal Section

-

Authors

Aslan Deniz Karaoglan This is me

Publication Date

March 1, 2010

Submission Date

August 29, 2014

Acceptance Date

-

Published in Issue

Year 2010 Volume: 5 Number: 2

DOI

https://doi.org/10.12739/nwsaes.v5i2.5000067090

IZ

https://izlik.org/JA68KL53GZ

Cite

RIS / Bibtex
APA
Karaoglan, A. D. (2010). CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW. Engineering Sciences, 5(2), 243-259. https://doi.org/10.12739/nwsaes.v5i2.5000067090
AMA
1.Karaoglan AD. CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW. Engineering Sciences. 2010;5(2):243-259. doi:10.12739/nwsaes.v5i2.5000067090
Chicago
Karaoglan, Aslan Deniz. 2010. “CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW”. Engineering Sciences 5 (2): 243-59. https://doi.org/10.12739/nwsaes.v5i2.5000067090.
EndNote
Karaoglan AD (March 1, 2010) CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW. Engineering Sciences 5 2 243–259.
IEEE
[1]A. D. Karaoglan, “CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW”, Engineering Sciences, vol. 5, no. 2, pp. 243–259, Mar. 2010, doi: 10.12739/nwsaes.v5i2.5000067090.
ISNAD
Karaoglan, Aslan Deniz. “CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW”. Engineering Sciences 5/2 (March 1, 2010): 243-259. https://doi.org/10.12739/nwsaes.v5i2.5000067090.
JAMA
1.Karaoglan AD. CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW. Engineering Sciences. 2010;5:243–259.
MLA
Karaoglan, Aslan Deniz. “CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW”. Engineering Sciences, vol. 5, no. 2, Mar. 2010, pp. 243-59, doi:10.12739/nwsaes.v5i2.5000067090.
Vancouver
1.Aslan Deniz Karaoglan. CONTROL CHARTS FOR AUTOCORRELATED PROCESSES: A REVIEW. Engineering Sciences. 2010 Mar. 1;5(2):243-59. doi:10.12739/nwsaes.v5i2.5000067090