propellant: propellant Bayesian Network

Description

A Bayesian network-based safety assessment method for solid propellant granule-casting molding process.

Arguments

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network to assess the safety of the solid propellant granule-casting molding process. Probabilities were given within the referenced paper. The vertices are:

AbsorptionAnomaly: (True, False);
CalenderingRepellentWaterTimesAnomaly: (True, False);
CalenderingRepellingWaterTemperatureAnomaly: (True, False);
CalenderingRollDistanceAnomaly: (True, False);
CastingAnomaly: (True, False);
CastingDifferentialPressureAnomaly: (True, False);
CastingTimeAnomaly: (True, False);
CatalystGrindingAnomaly: (True, False);
CentrifugalRunningTimeAnomaly: (True, False);
CirculatingWaterTemperatureAnomaly: (True, False);
CirculationWaterTemperatureAnomaly: (True, False);
CuringAnomaly: (True, False);
CuringTemperatureAnomaly: (True, False);
CuringTimeAnomaly: (True, False);
CuttingAnomaly: (True, False);
DryingOfMedicineGranulesAnomaly: (True, False);
DryingRepellentWaterAnomaly: (True, False);
DryingRepellingWaterTemperatureAnomaly: (True, False);
DryingRepellingWaterTimeAnomaly: (True, False);
DryingSolventRemovingAnomaly: (True, False);
DryingTemperatureAnomaly: (True, False);
DryingTimeAnomaly: (True, False);
ExtrusionAnomaly: (True, False);
ExtrusionStrengthAnomaly: (True, False);
FloodingTimeAnomaly: (True, False);
FrequencyOfWaterChangeAnomaly: (True, False);
GranuleCastingMoldingAnomaly: (True, False);
GrindingTimeAnomaly: (True, False);
HoldingPressureAnomaly: (True, False);
HoldingTimeAnomaly: (True, False);
JacketTemperatureAnomaly: (True, False);
KneadingAnomaly: (True, False);
KneadingTimeAnomaly: (True, False);
LengthSettingValueAnomaly: (True, False);
LiquidPreparationAnomaly: (True, False);
MedicineGranulesDryingTemperatureAnomaly: (True, False);
MedicineGranulesDryingTimeAnomaly: (True, False);
PolishAnomaly: (True, False);
PolishTimeAnomaly: (True, False);
RepellentWaterAnomaly: (True, False);
ShineAnomaly: (True, False);
ShineTimeAnomaly: (True, False);
SolventRemovingAnomaly: (True, False);
TemperatureAnomaly: (True, False);
VacuumDegreeAnomaly1: (True, False);
VacuumDegreeAnomaly2: (True, False);
VacuumTimeAnomaly1: (True, False);
VacuumTimeAnomaly2: (True, False);
WaterAdditionAnomaly: (True, False);

References

Bi, Y., Wang, S., Zhang, C., Cong, H., Gao, W., Qu, B., & Li, J. (2023). A bayesian network-based safety assessment method for solid propellant granule-casting molding process. Journal of Loss Prevention in the Process Industries, 83, 105089.