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9. RCA-INT-009 — Multimodal, Physics-Informed, Knowledge-Guided and Hybrid Root Cause Analysis

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Description:

This Master Prompt focuses on advanced Root Cause Analysis frameworks that integrate multiple evidence modalities, domain knowledge and complementary analytical paradigms rather than depending on a single dataset, algorithm or diagnostic technique. Complex failures frequently generate evidence across sensor measurements, time-series process data, alarms, event logs, images, inspection findings, maintenance records, textual reports, physical models, system topology and expert knowledge. These sources provide different views of the same failure process and therefore require systematic integration rather than simple aggregation.

You will get a DOCX (21KB) file