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Statistical Process Control

Technometrics, 1996
The statistical control of their manufacturing processes has been the key to Japan’s dominance of world markets. This quotation represents a commonly held viewpoint during the 1970s and 1980s in Western countries who began to import manufactured goods from Japan which were seen to be better quality and to be more reliable.
Eric R. Ziegel, C. Mamzic
  +5 more sources

Transparent Sequential Learning for Statistical Process Control of Serially Correlated Data

Technometrics, 2021
Machine learning methods have been widely used in different applications, including process control and monitoring. For handling statistical process control (SPC) problems, conventional supervised machine learning methods (e.g., artificial neural ...
P. Qiu, Xiulin Xie
semanticscholar   +1 more source

Statistics in quality improvement: Measurement and statistical process control

Paediatric anaesthesia, 2021
Data are used in healthcare quality improvement endeavors to measure and determine whether the changes made in the course of the work have made the desired impact. The methods used to analyze data in quality improvement differ slightly from those used in
H. Wolfe, April Taylor, R. Subramanyam
semanticscholar   +1 more source

Statistical Process Control

Technometrics, 1993
In Chapter 11, Part Two, we looked at the application of statistical techniques to quality appraisal, in the form of statistical acceptance sampling. In this chapter we shall be looking at more applications of statistics in aid of quality assurance, but this time at the role of statistical techniques in anticipating failures, through statistical ...
Benjamin M. Adams, Leonard A. Doty
  +4 more sources

Big Data? Statistical Process Control Can Help!

American Statistician, 2020
“Big data” is a buzzword these days due to an enormous amount of data-rich applications in different industries and research projects. In practice, big data often take the form of data streams in the sense that new batches of data keep being collected ...
P. Qiu
semanticscholar   +1 more source

Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods

IEEE Transactions on Instrumentation and Measurement, 2019
This paper proposes a new bearing fault detection framework that is based on multivariate statistical process control methods. In this framework, historical offline normal data are used to train the models and calculate the control limits of the ...
Xiaohang Jin, Jicong Fan, T. Chow
semanticscholar   +1 more source

Statistical Process Control: No Hits, No Runs, No Errors?

Anesthesia and Analgesia, 2019
A novel intervention or new clinical program must achieve and sustain its operational and clinical goals. To demonstrate successfully optimizing health care value, providers and other stakeholders must longitudinally measure and report these tracked ...
T. Vetter, D. Morrice
semanticscholar   +1 more source

Statistical process control

2014
In this chapter appears a description for the main concepts of statistical process controls, its graphs and common interpretation in manufacturing industries. Finally, appears a real application for statistical process control.
Manuel Iván Rodríguez-Borbón   +1 more
openaire   +2 more sources

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