R/oxygen.R

In bnRep: A Repository of Bayesian Networks from the Academic Literature

#' oxygen Bayesian Network
#'
#' Providing an approach to analyze the risk of central oxygen tanks in hospitals during the COVID-19 pandemic.
#' @usage NULL
#'
#' @format
#' A discrete Bayesian network to calculate failure rates of oxygen tanks in hospitals during the COVID-19 pandemic. Probabilities were given within the referenced paper. The vertices are:
#' \describe{
#'  \item{CorrosionCausedByTheEnvironment}{(True, False);}
#'  \item{CorrosiveEnvironment}{(True, False);}
#'  \item{DefectInTheTankDryer}{(True, False);}
#'  \item{DefectInTheTankPressureGauge}{(True, False);}
#'  \item{DefectInTheTankReliabilityGauge}{(True, False);}
#'  \item{DefectsInConnectingTankFastenersF1}{(True, False);}
#'  \item{DefectsInConnectingTankFastenersF2}{(True, False);}
#'  \item{DefectsInConnectionsAndGauges}{(True, False);}
#'  \item{DefectsInInletAndOutletValvesV1}{(True, False);}
#'  \item{DefectsInInletAndOutletValvesV2}{(True, False);}
#'  \item{DefectsInTankEquipmentRepairs}{(True, False);}
#'  \item{DefectsInTheExternalCoatingSystemOfTheTank}{(True, False);}
#'  \item{DefectsInTheInspectionAndTestingProgramOfTankDevices}{(True, False);}
#'  \item{DefectsInTheTankCoating}{(True, False);}
#'  \item{ExternalCorrosionOfTheTank}{(True, False);}
#'  \item{FailureInProtectiveMeasures}{(True, False);}
#'  \item{FailureInRepairsAndMaintenance}{(True, False);}
#'  \item{FailureOfConnectionsAndFasteners}{(True, False);}
#'  \item{FailureOfGauges}{(True, False);}
#'  \item{FailureToUseStandardAndUpdatedInstructions}{(True, False);}
#'  \item{HumanError}{(True, False);}
#'  \item{InadequacyOfPeopleSkills}{(True, False);}
#'  \item{InternalCorrosionOfTheTank}{(True, False);}
#'  \item{OperationalError}{(True, False);}
#'  \item{OrganizationalWeakness}{(True, False);}
#'  \item{OxygenLeakage}{(True, False);}
#'  \item{TankCorrosion}{(True, False);}
#'  \item{ValveLeakage}{(True, False);}
#'  \item{WeakEducationSystem}{(True, False);}
#'  \item{WeaknessInPurchasingTankEquipment}{(True, False);}
#'  \item{WeaknessInTheInstallationOfTankEquipment}{(True, False);}
#'  }
#'
#' @return An object of class \code{bn.fit}. Refer to the documentation of \code{bnlearn} for details.
#' @keywords NULL
#' @importClassesFrom bnlearn bn.fit
#' @references Laal, F., Hanifi, S. M., Madvari, R. F., Khoshakhlagh, A. H., & Arefi, M. F. (2023). Providing an approach to analyze the risk of central oxygen tanks in hospitals during the COVID-19 pandemic. Heliyon, 9(8).
"oxygen"