lithium {bnRep} | R Documentation |
lithium Bayesian Network
Description
Fire accident risk analysis of lithium battery energy storage systems during maritime transportation.
Format
A discrete Bayesian network to o evaluate the fire accident risk of lithium battery energy storage system in the process of maritime transportation. Probabilities were given within the referenced paper. The vertices are:
- X1
Bad weather condition (True, False);
- X2
Improper storage (True, False);
- X3
Improper ballast (True, False);
- X4
High ship speed (True, False);
- X5
Defect of binding equipment (True, False);
- X6
Improper maintenance of binding equipment (True, False);
- X7
Improper binding (True, False);
- X8
Contact accident (True, False);
- X9
Collision accident (True, False);
- X10
Direct sunlight (True, False);
- X11
Stowage adjacent to engine room (True, False);
- X12
Stowage adjacent to oil tank (True, False);
- X13
High ambient temperature (True, False);
- X14
Cargo hold flooding (True, False);
- X15
No installation of short-circuit prevention device (True, False);
- X16
High humidity (True, False);
- X17
Lack of insulation (True, False);
- X18
Overcharge (True, False);
- X19
Over discharge (True, False);
- X20
Defect of separate (True, False);
- X21
Burrs on the electrode surface (True, False);
- X22
No installation of monitoring devices (True, False);
- X23
Monitoring equipment cannot cover all goods (True, False);
- X24
Damage of monitoring equipment (True, False);
- X25
The monitoring equipment does not have real-time alarm function (True, False);
- X26
The crew does not patrol according to regulations (True, False);
- X27
Insufficient firefighting equipment (True, False);
- X28
Failure of firefighting equipment (True, False);
- X29
Firefighting equipment is not suitable for putting out lithium battery fires (True, False);
- X30
Crew members are not trained in lithium battery firefighting (True, False);
- X31
(True, False);
- X1
The crew did not know the correct way to put out the lithium battery fire (True, False);
- BindingFailure
(True, False);
- ExternalShortCircuit
(True, False);
- HighTemperature
(True, False);
- Impact
(True, False);
- ImproperOperation
(True, False);
- InsufficientFirefightingCapacity
(True, False);
- InsufficientFireMonitoring
(True, False);
- InternalShortCircuit
(True, False);
- LBESSCatchFire
(True, False);
- LBESSFireAccident
(True, False);
- PoorShipStability
(True, False);
- ShortCircuit
(True, False);
- UnableToPutOutFire
(True, False);
- ViolentRolling
(True, False);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Zhang, C., Sun, H., Zhang, Y., Li, G., Li, S., Chang, J., & Shi, G. (2023). Fire accident risk analysis of lithium battery energy storage systems during maritime transportation. Sustainability, 15(19), 14198.