gasexplosion {bnRep} | R Documentation |
gasexplosion Bayesian Network
Description
Risk assessment of unsafe acts in coal mine gas explosion accidents based on HFACS-GE and Bayesian networks.
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);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
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.