Knowledge Map
Research Atlas
A lifecycle map of the 33-paper DrKu.net industrial research corpus.
Explore by Lifecycle Stage
Papers may appear in more than one stage. The grid below is the visual map; the same relationships are listed as plain links within each panel for accessibility.
Manufacturing Foundation
- Closing the Steel-Pipe Lifecycle: A Mill-to-End-of-Life Evidence Continuity Synthesis
- The Mill-to-Live-Asset Evidence Continuity Architecture
- The Mill-to-Project Readiness Model
- Physical Pipe, Digital Evidence
- From Heat to Pipe
- Composite Pipe Is a System
- Dimensional Closure for Fatigue-Critical Tubulars
- Coating Is a Supply-Chain System
- From Mill to Project
Qualification Basis
Procurement & Readiness
Project Execution
- Closing the Steel-Pipe Lifecycle: A Mill-to-End-of-Life Evidence Continuity Synthesis
- The Mill-to-Live-Asset Evidence Continuity Architecture
- The Mill-to-Project Readiness Model
- Structural Steel Pipe for Ports, Marine Works and Offshore Structures
- Large-Diameter Steel Pipe for Water Transmission
- When Standards Move Mid-Project
- Steel Pipe Logistics Is Part of Engineering
- Executing Mega Linepipe Programmes
- From Mill to Project
Handover
Live-Asset Evidence
- Closing the Steel-Pipe Lifecycle: A Mill-to-End-of-Life Evidence Continuity Synthesis
- The Mill-to-Live-Asset Evidence Continuity Architecture
- Keeping Engineering Evidence Visible in AI-Assisted Pipeline Integrity
- Bounding the Claims of Pipeline Digital Twins
- Making Pipeline Integrity Data Usable in Context
- From Sensor Reading to Defensible Pipeline Evidence
- Physical Pipe, Digital Evidence
Integrity Assessment
- Closing the Steel-Pipe Lifecycle: A Mill-to-End-of-Life Evidence Continuity Synthesis
- When Historical Evidence No Longer Supports Continued Service
- Quantifying Pipeline Leak-Detection Capability Under Uncertainty
- Corrosion Reassessment Depends on Evidence Continuity
- Preserving the Evidence Boundary from ILI Measurement to Engineering Assessment
- Keeping Engineering Evidence Visible in AI-Assisted Pipeline Integrity
- Making Pipeline Integrity Data Usable in Context
- CO₂ Transport Changes the Integrity Basis
Operations & Dependencies
Transition & End of Life
Explore by Evidence Question
- Where did the evidence originate?From Heat to Pipe
- What exactly does it support?Preserving the Evidence Boundary from ILI Measurement to Engineering Assessment
- Is the context still the same?Making Pipeline Integrity Data Usable in Context
- Has custody changed?Engineering Evidence Across Changes of Custody
- Has configuration changed?Resilience Without Configuration Drift
- How uncertain is the evidence?Quantifying Pipeline Leak-Detection Capability Under Uncertainty
- Has the asset condition changed?Corrosion Reassessment Depends on Evidence Continuity
- Does historical evidence still support the current claim?When Historical Evidence No Longer Supports Continued Service
- Does transition require reassessment?A Lifecycle Transition Requires a New Evidence Case
- What evidence supports the next decision?The Mill-to-Live-Asset Evidence Continuity Architecture
Explore by Technical Domain
Atlas interpretation. This atlas describes relationships within the DrKu.net research corpus. It does not imply that the categories are formal industry-standard classifications.
- 01ORIGIN
Where did the evidence come from?
Test provenance, source, method, measurement origin and responsible party.
- 02BINDING
What exactly is the evidence tied to?
Test asset identity, component, heat, pipe, location, configuration, revision, condition and claim boundary.
- 03CONTEXT
Under what conditions was it valid?
Test intended service, environment, assumptions, standards, operating envelope and decision purpose.
- 04CONTINUITY
What happened to the evidence between then and now?
Test custody, transformation, migration, aggregation, interpretation, data lineage and missing links.
- 05CURRENCY
What has changed since the evidence was created?
Test asset condition, degradation, repair, operating history, configuration, standards, service and new observations.
- 06SUFFICIENCY
Is it enough for the decision being made now?
Test completeness, uncertainty, confidence, limitations, conflicting evidence and decision relevance.
Origin → Binding → Context → Continuity → Currency → Sufficiency
These are DrKu.net Evidence Continuity Questions — a research lens, not an industry standard.