bnRep (version 0.0.3)

gasexplosion: gasexplosion Bayesian Network

Description

Risk assessment of unsafe acts in coal mine gas explosion accidents based on HFACS-GE and Bayesian networks.

Value

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

Format

A discrete Bayesian network to analyze unsafe human acts in coal mine gas explosion accidents. Probabilities were given within the referenced paper. The vertices are:

AccidentalViolations

(Non-occurence, Occurence);

CreateAFalseImpressionToDeceiveTheRegulators

(Non-occurence, Occurence);

DecisionErrors

(Non-occurence, Occurence);

DeparmentsAndInstitutionsAreNotComplete

(Non-occurence, Occurence);

HabitualViolations

(Non-occurence, Occurence);

IllegalCommand

(Non-occurence, Occurence);

InadequateEmergencyPlan

(Non-occurence, Occurence);

InsufficientCracdownOnIllegalActivities

(Non-occurence, Occurence);

InsufficientSupervisionOfWorkSafety

(Non-occurence, Occurence);

MentalStates

(Non-occurence, Occurence);

OrganizeProductionInViolationOfLawsAndRegulations

(Non-occurence, Occurence);

PerceptualErrors

(Non-occurence, Occurence);

PhysicalIntellectualDisability

(Non-occurence, Occurence);

SafetyEducationAndTraning

(Non-occurence, Occurence);

SafetySupervisionIsInadequate

(Non-occurence, Occurence);

SecurityManagementConfusion

(Non-occurence, Occurence);

SafetySupervisionIsInadequate

(Non-occurence, Occurence);

SecurityManagementConfusion

(Non-occurence, Occurence);

SkillBasedErrors

(Non-occurence, Occurence);

TechnicalEnvironment

(Non-occurence, Occurence);

References

Niu, L., Zhao, J., & Yang, J. (2023). Risk assessment of unsafe acts in coal mine gas explosion accidents based on HFACS-GE and Bayesian networks. Processes, 11(2), 554.