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Measurement Errors in Statistical Process Monitoring: a Literature Review
- Source :
- Computers & Industrial Engineering, Computers & Industrial Engineering, Elsevier, 2017, 103, pp.316-329. ⟨10.1016/j.cie.2016.10.026⟩
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- An overview on the effect of measurement errors on different areas of SPM.Providing a comprehensive classification of articles in this area.Presenting an analytical overview on the researches in this area.Introducing research gaps in this area to motivate future studies. In most industrial applications, the measures performed on inspected units are often strongly contaminated by either the inspector or the measuring device leading to measurement errors. It is recognized that the measurement errors affect the performance of control charts in various statistical process monitoring applications. In this paper, we present a conceptual classification scheme based on content analysis method to analyze and categorize the researches which have explored the effect of measurement errors on different aspects of statistical process monitoring (SPM). Moreover, based on 60 relevant papers in this field, the research gaps are mentioned and some directions to motivate the future studies are provided.
- Subjects :
- 0209 industrial biotechnology
Engineering
Future studies
Observational error
General Computer Science
business.industry
General Engineering
Classification scheme
02 engineering and technology
computer.software_genre
01 natural sciences
Field (computer science)
[STAT]Statistics [stat]
010104 statistics & probability
020901 industrial engineering & automation
Statistical process monitoring
Control chart
Data mining
0101 mathematics
business
computer
ComputingMilieux_MISCELLANEOUS
Subjects
Details
- Language :
- English
- ISSN :
- 03608352
- Database :
- OpenAIRE
- Journal :
- Computers & Industrial Engineering, Computers & Industrial Engineering, Elsevier, 2017, 103, pp.316-329. ⟨10.1016/j.cie.2016.10.026⟩
- Accession number :
- edsair.doi.dedup.....ae66bcca646f0027628a25afbff1e967
- Full Text :
- https://doi.org/10.1016/j.cie.2016.10.026⟩