Industrial Intelligence — Reference Folder
What lives here. Concrete, narrowly-scoped reference notes on industrial-intelligence concepts — one note per concept, each with definition · formula · required data · factory example · economic impact · common mistakes.
Why separate from
Industry 4.0/.Industry 4.0/holds standards, frameworks, sector overlays, vendor stacks.Industrial Intelligence/holds applied operational concepts — the metrics, methods, and patterns we use inside NOTQIN dashboards and customer conversations.Source of authority. NOTQIN Industrial Intelligence Operating Thesis 2026 §5 Stages 1, 5, 6, 9. ISO 22400 for KPI formulas (cited verbatim).
Concepts (./Concepts/)
Stage-1 manufacturing operations vocabulary. Seeded 2026-05-24. Living.
- OEE · Overall Equipment Effectiveness
- MTBF · Mean Time Between Failures
- MTTR · Mean Time To Repair
- Cycle Time
- Takt Time
- First Pass Yield (FPY)
- OTIF · On-Time In-Full
To build (Wave J–M)
- SPC — control charts, Cp/Cpk, MSA (Stage 6)
- Pareto analysis pattern
- Causal hypothesis card pattern (Stage 9)
- ISO 22400 reference card (the canonical formula source)
- 8D + 5 Whys + Ishikawa (Stage 9 toolkit)
- Predictive-maintenance honesty card (Stage 7 — how to talk about PdM without overclaiming)
Conventions
- One concept per file. Filename = the concept (no acronyms in filename unless universally known).
- Frontmatter:
type: concept-reference. - Body sections (in this order): Definition · Formula · Required data · Possible data sources · Factory example · Economic impact · Common mistakes · See also.
- Wikilink every hub entity (ISA-95, Unified Namespace, CBAM, etc.).
- Keep each concept to ~30–60 lines. If longer, split.
See also
- NOTQIN Industrial Intelligence Operating Thesis 2026
- OT-UNS Reference Card
- Knowledge Base Map