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97 lines
3.4 KiB
R
97 lines
3.4 KiB
R
# AUTOLAB.R
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# Functions to read and manipulate data from AUTOLAB potentiostats/galvanostats
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# Taha Ahmed, June 2011
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# CONTENTS
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source("/home/taha/chepec/chetex/common/R/common.R")
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# >>>> chronoamp2df
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##################################################
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################# chronoamp2df ###################
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##################################################
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chronoamp2df <- function(datafilename, wearea = 1) {
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## Description:
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## Reads current-time data (from AUTOLAB potentiostat)
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## and returns a dataframe with the data and some
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## calculated quantities based on the data.
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## Usage:
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## chronoamp2df(datafilename, wearea)
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## Arguments:
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## datafilename: text string with full path to experimental file
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## wearea: (optional) area of working electrode (in square centimeters)
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## Value:
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## Dataframe with the following columns:
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## $ sampleid : chr
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## $ time : num
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## $ current : num
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## $ currentdensity : num
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## $ timediff : num
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## $ dIdt : num
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## $ didt : num
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## $ charge : num
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## $ chargedensity : num
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#
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datafile <- file(datafilename, "r")
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chifile <- readLines(datafile, n = -1) #read all lines of input file
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close(datafile)
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#
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sampleid <- ProvideSampleId(datafilename)
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#
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rgxp.number <- "^\\d+\\.\\d+"
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# regexp that matches a decimal number at the beginning of the line.
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# Matches numbers _without_ a negative sign (hyphen),
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# followed by one or more digits before the decimal, a decimal point,
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# and an one or more digits after the decimal point.
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# Note that backslashes are escaped.
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#
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numrow.idx <- regexpr(rgxp.number, chifile)
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# Save the match length attribute to another variable,
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numrow.len <- attr(numrow.idx, "match.length")
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# then scrap the attribute of the original variable.
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attr(numrow.idx, "match.length") <- NULL
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#
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i <- seq(1, length(numrow.idx) - 1, 1)
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j <- seq(2, length(numrow.idx), 1)
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# Start indices of data ranges
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starts <- which(numrow.idx[i] != 1 & numrow.idx[j] == 1) + 1
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# End indices, except for the last
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ends <- which(numrow.idx[i] == 1 & numrow.idx[j] != 1)
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# Fix the last index of end indices
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ends <- c(ends, length(numrow.idx))
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#
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ff <- data.frame(NULL)
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for (s in 1:length(starts)) {
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zz <- textConnection(chifile[starts[s]:ends[s]], "r")
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ff <- rbind(ff,
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data.frame(sampleid,
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matrix(scan(zz, what = numeric(), sep = ""),
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ncol = 2, byrow = T)))
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close(zz)
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}
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names(ff) <- c("sampleid", "time", "current")
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# Calculate current density
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currentdensity <- ff$current / wearea
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ff <- cbind(ff, currentdensity = currentdensity)
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# Calculate time diff and current diff
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timediff <- c(ff$time[1], diff(ff$time))
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currentdiff <- c(ff$current[1], diff(ff$current))
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currentdensitydiff <- c(ff$currentdensity[1], diff(ff$currentdensity))
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# Calculate differential of current and current density
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dIdt <- currentdiff / timediff
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didt <- currentdensitydiff / timediff
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# Calculate charge and charge density
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charge <- cumsum(ff$current)
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chargedensity <- cumsum(ff$currentdensity)
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# Update ff dataframe
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ff <- cbind(ff,
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timediff = timediff,
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dIdt = dIdt,
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didt = didt,
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charge = charge,
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chargedensity = chargedensity)
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#
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return(ff)
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} |