LOPA sensitivity analysis for IPL PFD variations, initiating event frequency ranges, and risk tolerance gap assessment. Use this skill when the user asks for sensitivity analysis of LOPA results, wants to understand how changes in IPL PFDs affect mitigated frequency, needs to evaluate the impact of using screening values vs site-specific data, or wants to assess the margin between mitigated frequency and risk tolerance criteria. Also trigger when users ask "what if" questions about LOPA parameters, request Monte Carlo or parametric analysis of LOPA scenarios, or need to justify that ALARP has been demonstrated.
Perform structured sensitivity analysis on LOPA results to assess the robustness of risk decisions. This skill evaluates how variations in input parameters (initiating event frequencies, IPL PFDs, conditional modifiers) affect the mitigated scenario frequency and risk tolerance outcome.
Sensitivity analysis is warranted when:
Vary one input parameter at a time across its credible range while holding all others constant.
Procedure:
Output table format:
SENSITIVITY ANALYSIS — SCENARIO [number]
Baseline mitigated frequency: [value] per year
Risk tolerance criterion: [value] per year
Baseline decision: [Met / Not Met]
| Parameter | Baseline Value | Low Estimate | High Estimate | Mitigated Freq (Low) | Mitigated Freq (High) | Decision Changes? |
|-----------|---------------|-------------|---------------|---------------------|----------------------|-------------------|
| IE Frequency | [val] | [val] | [val] | [val] | [val] | [Yes/No] |
| IPL 1 PFD | [val] | [val] | [val] | [val] | [val] | [Yes/No] |
| IPL 2 PFD | [val] | [val] | [val] | [val] | [val] | [Yes/No] |
| P_ignition | [val] | [val] | [val] | [val] | [val] | [Yes/No] |
Calculate mitigated frequency using:
When the mitigated frequency exceeds the risk tolerance criterion, calculate the required additional risk reduction:
Required additional PFD = Risk tolerance criterion / Current mitigated frequency
Then identify candidate IPLs that could provide the required PFD, referencing Tables 6.3–6.5.
For each credited IPL, calculate the mitigated frequency if that IPL were removed (PFD set to 1.0). This identifies which IPLs are critical to the risk decision.
All sensitivity calculations must be presented to the user for verification before inclusion in any report. Present:
When sensitivity analysis results are included in a LOPA report (Section 8), present: