refinery: Reflux and tray level in a refinery

In fda: Functional Data Analysis

Reflux and tray level in a refinery

Description

194 observations on reflux and "tray 47 level" in a distallation column in an oil refinery.

Format

A data.frame with the following components:

Time

observation time 0:193

Reflux

reflux flow centered on the mean of the first 60 observations

Tray47

tray 47 level centered on the mean of the first 60 observations

References

Ramsay, James O., Hooker, Giles, and Graves, Spencer (2009), Functional data analysis with R and Matlab, Springer, New York.

Ramsay, James O., and Silverman, Bernard W. (2005), Functional Data Analysis, 2nd ed., Springer, New York.

Ramsay, James O., and Silverman, Bernard W. (2002), Applied Functional Data Analysis, Springer, New York.

Examples

    attach(refinery)
# allow space for an axis on the right 
    op <- par(mar=c(5, 4, 4, 5)+0.1)
# plot uval 
    plot(Time, Reflux, type="l", bty="n")
# add yval 
    y.u <- diff(range(Tray47))/diff(range(Reflux))
    u0 <- min(Reflux)
    y0 <- min(Tray47)

    lines(Time, u0+(Tray47-y0)/y.u, lty=3, lwd=1.5, col="red")
    y.tick <- pretty(range(Tray47))
    axis(4, at=u0+(y.tick)/y.u, labels=y.tick, col="red", lty=3,
            lwd=1.5)
# restore previous plot margins
    par(op)
    detach(refinery)

fda documentation built on Sept. 30, 2024, 9:19 a.m.