Using Naives Bayes Classifier to predict Safeguard Categories in Industrial Risk Study, like HAZOP and LOPA.
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Feb 10, 2023 - Jupyter Notebook
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lopa
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Introducing: A next‑generation Safety Instrumented System (SIS) framework introducing SIL(t) — a time‑dependent, data‑driven model that corrects the static assumptions of IEC 61508. Includes dynamic risk analytics, operational drift modeling, lake-house architecture diagrams, and end‑to‑end SIS data flow for modern industrial environments.
risk-analysis reliability-engineering lopa iec-61508 functional-safety safety-standards risk-reduction failure-probability process-safety hazard-analysis safety-instrumented-systems sis-design sis-analysis sis-framework sil-calculation sil-verification sil-assessment layer-of-protection-analysis safety-lifecycle iec-61511
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Feb 2, 2026 - Python
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