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- W2326167548 endingPage "4266" @default.
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- W2326167548 abstract "The characterization of products and processes by space- or time-related sets of measurements (profiles) is becoming an increasingly common situation in today’s highly instrumentalized manufacturing systems. Even though many applications and methodologies in which profile measurements are employed as inputs to analysis tasks have already been proposed and described, problems in which they naturally appear as outputs are rare. Therefore, in this work, we present real-world applications in which profiles are the desired prediction targets and describe the methodologies followed to address the underlying analysis goals. In this context, we show how to properly establish the sample-specific prediction intervals for profiles, in a simple and flexible way, through nonparametric resampling or noise addition procedures. The added value of the various analyses carried out during the description of the case studies is also highlighted from the standpoint of the associated benefits for process improvement." @default.
- W2326167548 created "2016-06-24" @default.
- W2326167548 creator A5006529383 @default.
- W2326167548 creator A5069554196 @default.
- W2326167548 date "2012-03-12" @default.
- W2326167548 modified "2023-09-25" @default.
- W2326167548 title "Prediction of Profiles in the Process Industries" @default.
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- W2326167548 doi "https://doi.org/10.1021/ie300390h" @default.
- W2326167548 hasPublicationYear "2012" @default.
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