AI-Era KPIs for Nuclear Operations

Proposed performance indicators for nuclear operations operations where AI and automation create decisions that legacy metrics cannot measure.

30
Proposed KPIs
15
Categories

AI Model Trustworthiness (3 KPIs)

Safety-Critical Prediction Calibration Index (SCPCI)
GMI-NUC-001 Integration-Required
Digital Twin Off-Normal Fidelity Divergence (DTONFD)
GMI-NUC-002 Infrastructure-Dependent
PRA Input Currency Index (PRICI)
GMI-NUC-003 Integration-Required

Regulatory Interpretation (4 KPIs)

NLP Regulatory Interpretation Accuracy Rate (NRIAR)
GMI-NUC-004 Infrastructure-Dependent
Condition Report Significance Classification Accuracy (CRSCA)
GMI-NUC-005 Pilot-Ready
Safety Surveillance Scheduling Segregation Index (SSSSI)
GMI-NUC-006 Pilot-Ready
Regulatory Qualification Verification Rate (RQVR)
GMI-NUC-007 Pilot-Ready

Inspection Completeness (1 KPIs)

Inspection Degradation Mechanism Coverage Ratio (IDMCR)
GMI-NUC-008 Integration-Required

Risk and Margin Accumulation (3 KPIs)

Outage Access Window Consumption Index (OAWCI)
GMI-NUC-009 Pilot-Ready
Cumulative Risk Deferral Burden (CRDB)
GMI-NUC-010 Integration-Required
Conservative Decision Drift Index (CDDI)
GMI-NUC-011 Research-Forward

Radiation Protection (2 KPIs)

ALARA Dose Equity Index (ADEI)
GMI-NUC-012 Pilot-Ready
Regulatory Fluency Atrophy Index (RFAI)
GMI-NUC-013 Infrastructure-Dependent

Data Fidelity (2 KPIs)

Operating Experience Relevance Accuracy (OERA)
GMI-NUC-014 Integration-Required
Cross-Boundary Data Fidelity Index (CBDFI)
GMI-NUC-015 Infrastructure-Dependent

Work Planning Quality (4 KPIs)

Work Package Scope Accuracy Index (WPSAI)
GMI-NUC-016 Integration-Required
Clearance Boundary Configuration Currency Rate (CBCCR)
GMI-NUC-017 Integration-Required
Procedure-Configuration Alignment Rate (PCAR)
GMI-NUC-018 Integration-Required
Planner Override Value Index (POVI)
GMI-NUC-019 Integration-Required

Program Rigor Erosion (3 KPIs)

Degradation Mechanism Monitoring Coverage Ratio (DMMCR)
GMI-NUC-020 Integration-Required
PMT Scope Adequacy Factor (PMTSAF)
GMI-NUC-021 Integration-Required
Aging Inspection Scope Coverage Factor (AISCF)
GMI-NUC-022 Infrastructure-Dependent

Schedule-Driven Risk (3 KPIs)

Concurrent Maintenance Risk Density Index (CMRDI)
GMI-NUC-023 Pilot-Ready
Schedule Dose Alignment Factor (SDAF)
GMI-NUC-024 Integration-Required
QA Verification Time Adequacy Ratio (QVTAR)
GMI-NUC-025 Pilot-Ready

Execution Monitoring (3 KPIs)

Execution Alert Signal-to-Noise Ratio (EASNR)
GMI-NUC-026 Integration-Required
FME Alert Response Quality Index (FARQI)
GMI-NUC-027 Integration-Required
AI Verification Thoroughness Ratio (AVTR)
GMI-NUC-028 Infrastructure-Dependent

Supply Chain and Qualification (2 KPIs)

Maintenance Rule Prediction Calibration Index (MRPCI)
GMI-NUC-029 Integration-Required
Vendor Qualification Currency Rate (VQCR)
GMI-NUC-030 Integration-Required

Fire Protection Compliance (6 KPIs)

70B Compliance Gap Index (70BCGI)
R-NFPA-01 Integration-Required
Arc Flash Label Currency Rate (AFLCR)
R-NFPA-02 Pilot-Ready
Fire Protection Impairment Duration Accuracy (FPIDA)
R-NFPA-03 Integration-Required
Fire Protection Schedule Segregation Index (FPSSI)
R-NFPA-04 Pilot-Ready
Fire Door Functional Assessment Rate (FDFAR)
R-NFPA-05 Integration-Required
Supervisory Signal Response Integrity (SSRI)
R-NFPA-07 Integration-Required

Grid Reliability Compliance (6 KPIs)

Protection System Test Margin Index (PSTMI)
R-FERC-01 Integration-Required
Dual-Compliance Change Verification Rate (DCCVR)
R-FERC-02 Integration-Required
Facility Rating Margin of Safety (FRMS)
R-FERC-03 Integration-Required
AI BES Cyber System Classification Completeness (ABCSCC)
R-FERC-05 Integration-Required
AI Model Change CIP Capture Rate (AMCCR)
R-FERC-06 Integration-Required
Protection System Monitoring Detection Sensitivity (PSMDS)
R-FERC-07 Integration-Required

Worker Safety Compliance (3 KPIs)

LOTO Window Density Score (LWDS)
R-OSHA-03 Integration-Required
PSM Classification Escape Rate (PCER)
R-OSHA-05 Integration-Required
AI-Driven MOC Bypass Rate (AMBR)
R-OSHA-06 Integration-Required

Environmental Compliance (3 KPIs)

Environmental-Critical Schedule Segregation Index (ECSSI)
R-EPA-01 Pilot-Ready
RCRA Accumulation Margin Index (RAMI)
R-EPA-04 Integration-Required
Environmental Release Classification Accuracy (ERCA)
R-EPA-08 Integration-Required

Maturity Distribution

Pilot-Ready
10
Integration-Required
31
Infrastructure-Dependent
6
Research-Forward
1

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