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| -rw-r--r-- | R/data.R | 115 | ||||
| -rw-r--r-- | man/armaxsim.Rd | 24 | ||||
| -rw-r--r-- | man/arxsim.Rd | 24 | ||||
| -rw-r--r-- | man/bjsim.Rd | 24 | ||||
| -rw-r--r-- | man/cstr.Rd | 25 | ||||
| -rw-r--r-- | man/cstrData.Rd | 28 | ||||
| -rw-r--r-- | man/cstr_mis.Rd | 21 | ||||
| -rw-r--r-- | man/frd.Rd | 15 | ||||
| -rw-r--r-- | man/oesim.Rd | 23 |
9 files changed, 299 insertions, 0 deletions
diff --git a/R/data.R b/R/data.R new file mode 100644 index 0000000..b69c1d5 --- /dev/null +++ b/R/data.R @@ -0,0 +1,115 @@ +#' Data simulated from an ARMAX model +#' +#' This dataset contains 2555 samples simulated from the following ARMAX model: +#' \deqn{ +#' y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + +#' \frac{1-0.3q^{-1}}{1 - 0.5q^{-1}} e[k] +#' } +#' +#' The model is simulated with a 2555 samples long full-band PRBS input. +#' The noise variance is set to 0.1 +#' +#' @format an \code{idframe} object with 2555 samples, one input and one +#' output +#' +"armaxsim" + +#' Data simulated from an ARX model +#' +#' This dataset contains 2555 samples simulated from the following ARX model: +#' \deqn{ +#' y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + +#' \frac{1}{1 - 0.5q^{-1}} e[k] +#' } +#' +#' The model is simulated with a 2555 samples long full-band PRBS input. +#' The noise variance is set to 0.1 +#' +#' @format an \code{idframe} object with 2555 samples, one input and one +#' output +#' +"arxsim" + +#' Data simulated from an BJ model +#' +#' This dataset contains 2046 samples simulated from the following BJ model: +#' \deqn{ +#' y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + +#' \frac{1+0.2q^{-1}}{1 - 0.3q^{-1}} e[k] +#' } +#' +#' The model is simulated with a 2046 samples long full-band PRBS input. +#' The noise variance is set to 0.1 +#' +#' @format an \code{idframe} object with 2046 samples, one input and one +#' output +#' +"bjsim" + +#' Continuous stirred tank reactor data (idframe) +#' +#' The Process is a model of a Continuous Stirring Tank Reactor, +#' where the reaction is exothermic and the concentration is +#' controlled by regulating the coolant flow. +#' \cr +#' +#' Inputs: q, Coolant Flow l/min +#' Outputs: +#' \item{Ca}{Concentration mol/l} +#' \item{T}{Temperature Kelvin} +#' +#' @format an \code{idframe} object with 7500 samples, one input and two +#' outputs +"cstr" + +#' Continuous stirred tank reactor data (data.frame) +#' +#' The Process is a model of a Continuous Stirring Tank Reactor, +#' where the reaction is exothermic and the concentration is +#' controlled by regulating the coolant flow. +#' \cr +#' +#' Inputs: q, Coolant Flow l/min +#' Outputs: +#' \item{Ca}{Concentration mol/l} +#' \item{T}{Temperature Kelvin} +#' +#' @format an \code{data.frame} object with 7500 rows and three columns: +#' q, Ca and T +#' +#' @source \url{ftp://ftp.esat.kuleuven.ac.be/pub/SISTA/espinosa/datasets/cstr.dat} +"cstrData" + +#' Continuous stirred tank reactor data with missing values +#' +#' This dataset is derived from the \code{cstr} dataset with few samples +#' containing missing values, in one or all variables. It is used to +#' demonstrate the capabilities of the \code{misdata} routine. +#' +#' @format an \code{idframe} object with 7500 samples, one input and two +#' outputs +#' +#' @seealso \code{\link{cstr}}, \code{\link{misdata}} +"cstr_mis" + +#' Frequency response data +#' +#' This dataset contains frequency response data of an unknown SISO system. +#' +#' @format an \code{idfrd} object with response at 128 frequency points +"frd" + +#' Data simulated from an OE model +#' +#' This dataset contains 2555 samples simulated from the following OE model: +#' \deqn{ +#' y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + e[k] +#' } +#' +#' The model is simulated with a 2555 samples long full-band PRBS input. +#' The noise variance is set to 0.1 +#' +#' @format an \code{idframe} object with 2555 samples, one input and one +#' output +#' +"oesim"
\ No newline at end of file diff --git a/man/armaxsim.Rd b/man/armaxsim.Rd new file mode 100644 index 0000000..69f41f1 --- /dev/null +++ b/man/armaxsim.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{armaxsim} +\alias{armaxsim} +\title{Data simulated from an ARMAX model} +\format{an \code{idframe} object with 2555 samples, one input and one +output} +\usage{ +armaxsim +} +\description{ +This dataset contains 2555 samples simulated from the following ARMAX model: +\deqn{ + y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + + \frac{1-0.3q^{-1}}{1 - 0.5q^{-1}} e[k] +} +} +\details{ +The model is simulated with a 2555 samples long full-band PRBS input. +The noise variance is set to 0.1 +} +\keyword{datasets} + diff --git a/man/arxsim.Rd b/man/arxsim.Rd new file mode 100644 index 0000000..4972ff6 --- /dev/null +++ b/man/arxsim.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{arxsim} +\alias{arxsim} +\title{Data simulated from an ARX model} +\format{an \code{idframe} object with 2555 samples, one input and one +output} +\usage{ +arxsim +} +\description{ +This dataset contains 2555 samples simulated from the following ARX model: +\deqn{ + y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + + \frac{1}{1 - 0.5q^{-1}} e[k] +} +} +\details{ +The model is simulated with a 2555 samples long full-band PRBS input. +The noise variance is set to 0.1 +} +\keyword{datasets} + diff --git a/man/bjsim.Rd b/man/bjsim.Rd new file mode 100644 index 0000000..d599860 --- /dev/null +++ b/man/bjsim.Rd @@ -0,0 +1,24 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{bjsim} +\alias{bjsim} +\title{Data simulated from an BJ model} +\format{an \code{idframe} object with 2046 samples, one input and one +output} +\usage{ +bjsim +} +\description{ +This dataset contains 2046 samples simulated from the following BJ model: +\deqn{ + y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + + \frac{1+0.2q^{-1}}{1 - 0.3q^{-1}} e[k] +} +} +\details{ +The model is simulated with a 2046 samples long full-band PRBS input. +The noise variance is set to 0.1 +} +\keyword{datasets} + diff --git a/man/cstr.Rd b/man/cstr.Rd new file mode 100644 index 0000000..7dcc0d1 --- /dev/null +++ b/man/cstr.Rd @@ -0,0 +1,25 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{cstr} +\alias{cstr} +\title{Continuous stirred tank reactor data (idframe)} +\format{an \code{idframe} object with 7500 samples, one input and two +outputs} +\usage{ +cstr +} +\description{ +The Process is a model of a Continuous Stirring Tank Reactor, +where the reaction is exothermic and the concentration is +controlled by regulating the coolant flow. +\cr +} +\details{ +Inputs: q, Coolant Flow l/min +Outputs: +\item{Ca}{Concentration mol/l} +\item{T}{Temperature Kelvin} +} +\keyword{datasets} + diff --git a/man/cstrData.Rd b/man/cstrData.Rd new file mode 100644 index 0000000..5a0a6c6 --- /dev/null +++ b/man/cstrData.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{cstrData} +\alias{cstrData} +\title{Continuous stirred tank reactor data (data.frame)} +\format{an \code{data.frame} object with 7500 rows and three columns: +q, Ca and T} +\source{ +\url{ftp://ftp.esat.kuleuven.ac.be/pub/SISTA/espinosa/datasets/cstr.dat} +} +\usage{ +cstrData +} +\description{ +The Process is a model of a Continuous Stirring Tank Reactor, +where the reaction is exothermic and the concentration is +controlled by regulating the coolant flow. +\cr +} +\details{ +Inputs: q, Coolant Flow l/min +Outputs: +\item{Ca}{Concentration mol/l} +\item{T}{Temperature Kelvin} +} +\keyword{datasets} + diff --git a/man/cstr_mis.Rd b/man/cstr_mis.Rd new file mode 100644 index 0000000..15f9433 --- /dev/null +++ b/man/cstr_mis.Rd @@ -0,0 +1,21 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{cstr_mis} +\alias{cstr_mis} +\title{Continuous stirred tank reactor data with missing values} +\format{an \code{idframe} object with 7500 samples, one input and two +outputs} +\usage{ +cstr_mis +} +\description{ +This dataset is derived from the \code{cstr} dataset with few samples +containing missing values, in one or all variables. It is used to +demonstrate the capabilities of the \code{misdata} routine. +} +\seealso{ +\code{\link{cstr}}, \code{\link{misdata}} +} +\keyword{datasets} + diff --git a/man/frd.Rd b/man/frd.Rd new file mode 100644 index 0000000..c122fed --- /dev/null +++ b/man/frd.Rd @@ -0,0 +1,15 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{frd} +\alias{frd} +\title{Frequency response data} +\format{an \code{idfrd} object with response at 128 frequency points} +\usage{ +frd +} +\description{ +This dataset contains frequency response data of an unknown SISO system. +} +\keyword{datasets} + diff --git a/man/oesim.Rd b/man/oesim.Rd new file mode 100644 index 0000000..7ecf0a7 --- /dev/null +++ b/man/oesim.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{oesim} +\alias{oesim} +\title{Data simulated from an OE model} +\format{an \code{idframe} object with 2555 samples, one input and one +output} +\usage{ +oesim +} +\description{ +This dataset contains 2555 samples simulated from the following OE model: +\deqn{ + y[k] = \frac{0.6q^{-2} - 0.2q^{-3}}{1 - 0.5q^{-1}} u[k] + e[k] +} +} +\details{ +The model is simulated with a 2555 samples long full-band PRBS input. +The noise variance is set to 0.1 +} +\keyword{datasets} + |