Table 7 Specifies the characteristics of nodes in Bayesian network structures.

From: Machine learning and bayesian network based on fuzzy AHP framework for risk assessment in process units

Node name

The level of a node in a hierarchical structure

Node states

Node type

Utility

Goal

Demand

Severity of Hazard

Criterion

Low, Moderate, High

Likely

Probability of Hazard

Criterion

Low, Moderate, High

Likely

Physical environment

Sub-criterion Level 1

Low, Moderate, High

Likely

Organizational environment

Sub-criterion Level 1

Low, Moderate, High

Likely

Economic and social environment

Sub-criterion Level 1

Low, Moderate, High

Likely

Closure of the Hydrogen valve

Sub-criterion Level 2

Completely closed, partially closed

Likely

The liquid level inside the tank

Sub-criterion Level 2

Low, High

Likely

Stress in cells

Sub-criterion Level 2

Low, Moderate, High

Likely

Electrolyzer pressure

Sub-criterion Level 2

Low, Moderate, High

Likely

Current fluctuation

Sub-criterion Level 2

Yes, No

Likely

Voltage fluctuation

Sub-criterion Level 2

Yes, No

Likely

Acid transfer

Sub-criterion Level 2

Low, Moderate, High

Likely

Reduction in seawater current

Sub-criterion Level 2

Low, Very Low

Likely

Rectifier operation

Sub-criterion Level 2

Suitable, Unsuitable

Likely

Reduction in salt content

Sub-criterion Level 2

Low, Very Low

Likely

Startup Checklist

Sub-criterion Level 3

Accept, non-Accept

Likely

Functioning of a Flow Switch

Sub-criterion Level 3

Work, Fail

Likely

Transmitters

Sub-criterion Level 3

Work, Fail

Likely

On-site Pressure Gauges

Sub-criterion Level 3

Work, Fail

Likely

Production Guidelines

Sub-criterion Level 3

Accept, non-Accept

Likely

Process Log Sheets

Sub-criterion Level 3

Accept, non-Accept

Likely

Rectifier Control Panel

Sub-criterion Level 3

Suitable, Unsuitable

Likely

Conductivity Meter

Sub-criterion Level 3

Work, Fail

Likely

On-site level gauge

Sub-criterion Level 3

Work, Fail

Likely

Manufacturer’s guidelines

Sub-criterion Level 3

Suitable, Unsuitable

Likely

Human Error

Sub-criterion Level 3

An Accidental error, Capture Error, Identification Error, Misperception Error, Lack of Knowledge, Mindset, Over Under Motivation Error, Reasoning Error

Likely

Inadequate Training

Sub-criterion Level 4

Low, Moderate, High

Likely

Incompatibility between Person and Role

Sub-criterion Level 4

Accept, non-Accept

Likely

Risk Objects

Objects

Cracking in PVC Pipe(CPP)

Decision

Hydrogen Explosion(HE)

Explosion in cells due to High Current Flow(EHCF)

Explosion in Cells due to High Voltage(ECHV)

Corrosion in Electrolysis Cells(CEC)

Damage and Explosion of Cells(DEC)