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- W2495320728 abstract "Degradation of an organic coating is a process which occurs during the passage of time. Measurements of coating properties which lead to judgments of the current state and remaining useful life of the coating are made at intervals during this passage of time. Analysis of the resulting data requires some sophistication since the nature of the measurements introduces much scatter and assumptions about independence and the underlying distribution of the data are often suspect. Further, the desired result is a forecast of remaining lifetime of the coating. This problem is approached here by examination of several statistical techniques falling under the classification of time series analysis. These techniques are specifically designed for use when time is one of the variables under investigation. They are also designed for forecasting of future values. The techniques include exponential smoothing, moving averages, and Box-Jenkins ARIMA analysis. Application of several of these techniques to measures of coating degradation, e.g., electrochemical measurements and gloss, will be demonstrated. The goal of the data analysis is two-fold, first to permit analysis and forecasts of the future value of degradation measurements and second to help distinguish between coatings on the basis of degradation performance." @default.
- W2495320728 created "2016-08-23" @default.
- W2495320728 creator A5060893458 @default.
- W2495320728 date "1989-08-29" @default.
- W2495320728 modified "2023-09-27" @default.
- W2495320728 title "Statistical Analysis of Coatings Degradation by Time-Series Methods" @default.
- W2495320728 doi "https://doi.org/10.1021/bk-1989-0404.ch009" @default.
- W2495320728 hasPublicationYear "1989" @default.
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