oildepot: oildepot Bayesian Network

Description

Dynamic risk analysis of oil depot storage tank failure using a fuzzy Bayesian network model.

Arguments

Value

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

Format

A discrete Bayesian network for failure risk analysis of oil storage tank leakage. Probabilities were given within the referenced paper. The vertices are:

X1: (True, False);
X2: (True, False);
X3: (True, False);
X4: (True, False);
X5: (True, False);
X6: (True, False);
X7: (True, False);
X8: (True, False);
X9: (True, False);
X10: (True, False);
X11: (True, False);
X12: (True, False);
X13: (True, False);
X14: (True, False);
X15: (True, False);
X16: (True, False);
X17: (True, False);
X18: (True, False);
X19: (True, False);
X20: (True, False);
X21: (True, False);
X22: (True, False);
X23: (True, False);
X24: (True, False);
X25: (True, False);
M1: Internal corrosion (True, False);
M2: External corrosion (True, False);
M3: Liquid level exceeded safe level (True, False);
M4: Equipment failure (True, False);
M5: Personnel issue (True, False);
M6: Not found in time (True, False);
M7: Corrosion (True, False);
M8: Overfill (True, False);
M9: Environment (True, False);
M10: Design defect (True, False);
M11: Equipment ageing (True, False);
M12: Tank hazard (True, False);
M13: Lax supervision (True, False);
M14: Rules and regulation (True, False);
M15: Inadequate management (True, False);
TankLeakage: (True, False);

References

Zhou, Q. Y., Li, B., Lu, Y., Chen, J., Shu, C. M., & Bi, M. S. (2023). Dynamic risk analysis of oil depot storage tank failure using a fuzzy Bayesian network model. Process Safety and Environmental Protection, 173, 800-811.