II.
Workflow overview
Reference · liveworkflow:composite-failure-analysis
Composite Failure Analysis overview
Analyzes composite material failures using multi-scale modeling -- correlating fractographic evidence with FEA stress predictions, running progressive damage models (Hashin/Puck criteria), validating against acoustic emission data from structural health monitoring, determining root cause (manufacturing defect, design inadequacy, or overload), and recommending design margin or process changes. Excludes repair implementation.
Attributes
displayName
Composite Failure Analysis
workflowKind
governance
triggerType
event-driven
typicalCadence
per-incident
complexity
cross-team
description
Analyzes composite material failures using multi-scale modeling --
correlating fractographic evidence with FEA stress predictions,
running progressive damage models (Hashin/Puck criteria), validating
against acoustic emission data from structural health monitoring,
determining root cause (manufacturing defect, design inadequacy, or
overload), and recommending design margin or process changes.
Excludes repair implementation.
Outgoing edges
applies_to_domain2
- domain:materials-science·DomainMaterials Science
- domain:aerospace-engineering·DomainAerospace Engineering
involves_role3
- role:principal-engineer·RolePrincipal Engineer
- role:data-scientist·RoleData Scientist
- role:staff-engineer·RoleStaff Engineer
performed_by_org_unit2
- org-unit:research-engineering·OrgUnitResearch Engineering
- org-unit:engineering·OrgUnitEngineering
requires_skill_area2
- skill-area:computational-geometry·SkillAreaComputational Geometry
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
triggers_responsibility2
- responsibility:triage-incoming-issues·ResponsibilityTriage incoming issues
- responsibility:review-architecture-changes·ResponsibilityReview architecture changes
Incoming edges
None.