Files
breakpilot-compliance/ai-compliance-sdk/internal/iace/failure_knowledge.go
T
Benjamin Admin fa8ad030cb feat(iace): unified FailureKnowledge ontology + NASA starter (FMEA P2)
The source-agnostic failure ontology shared by the FMEA library and the CE
hazard side: Component → FailureMode → Mechanism → Effect → Hazard → Harm →
Control, each row source+licence tagged. A licence ALLOWLIST
(FailureKnowledgeLicenseAllowed) rejects copyrighted/proprietary/NC sources
up front (© IITRI, DIN/ISO, AIAG, OREDA, CC-BY-NC) — the discipline learned
from the FMD-91/NPRD-91 licence finding.

Seeded with a curated NASA NTRS lessons-learned starter (5 real entries,
public domain). GET /iace/failure-knowledge (+ ?domain=). Tests pin the
governance invariant: every entry must carry a commercially-usable licence.

Next: Playwright+OCR bulk loader (NTRS API → PDF/OCR → tuple extraction) to
grow the corpus from NASA/OSHA/CPSC/MAUDE/NTSB.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-13 00:05:52 +02:00

129 lines
5.9 KiB
Go

package iace
import "strings"
// FailureKnowledge is one curated, source-attributed failure record in the
// UNIFIED ontology shared by the FMEA library and the CE hazard side:
//
// Component → FailureMode → (Mechanism) → Effect → Hazard → Harm → Control
//
// Every source (NASA, OSHA, CPSC, MAUDE, NTSB …) maps into THIS one schema with
// a licence tag. The licence allowlist (FailureKnowledgeLicenseAllowed) rejects
// non-commercial / copyrighted / proprietary sources up front — the same
// discipline that kept FMD-91/NPRD-91 (© IITRI) and DIN/ISO out.
type FailureKnowledge struct {
ID string `json:"id"` // FK-NASA-0001
Component string `json:"component"` // canonical → component library
FailureMode string `json:"failure_mode"` // canonical → mode taxonomy
Mechanism string `json:"mechanism"` // cause: fatigue, contamination, wear…
Effect string `json:"effect"` // system-level effect
Hazard string `json:"hazard,omitempty"` // EN ISO 12100 category; "" = pure reliability
Harm string `json:"harm,omitempty"`
Control string `json:"control"` // recommended action / mitigation
Domain string `json:"domain"` // space/aviation/medical/consumer/industrial/general
Source string `json:"source"`
License string `json:"license"`
Attribution string `json:"attribution"`
URL string `json:"url,omitempty"`
}
// FailureKnowledgeLicenseAllowed reports whether a licence string is a
// commercially-usable open licence. Allowlist by keyword; anything signalling
// "all rights reserved", non-commercial, or a known copyrighted/proprietary
// source is rejected.
func FailureKnowledgeLicenseAllowed(license string) bool {
l := strings.ToLower(license)
// Hard rejects first (a copyrighted source may also say "public"…).
for _, bad := range []string{
"all rights reserved", "non-commercial", "noncommercial", "cc by-nc", "cc-by-nc",
"-nd", "no derivatives", "proprietary", "iitri", "quanterion", "oreda",
"din ", "beuth", "iso ", "iec ", "aiag", "vda", "sae j", "dguv",
} {
if strings.Contains(l, bad) {
return false
}
}
for _, ok := range []string{
"public domain", "public_use_permitted", "gov_public", "cc0",
"cc by 4", "cc-by 4", "cc by-sa", "cc-by-sa",
"open government licence", "ogl", "mit", "apache", "bsd",
"reproduction authorised", "reproduction authorized",
} {
if strings.Contains(l, ok) {
return true
}
}
return false
}
// GetNASAFailureKnowledge returns the curated NASA lessons-learned starter set
// (US-Gov public domain, NTRS). Each entry is anchored on a real NTRS document;
// fields the source did not state are left empty rather than guessed.
func GetNASAFailureKnowledge() []FailureKnowledge {
const lic = "Public Domain (NASA NTRS, GOV_PUBLIC_USE_PERMITTED)"
ntrs := func(id string) string {
return "https://ntrs.nasa.gov/api/citations/" + id + "/downloads/" + id + ".pdf"
}
return []FailureKnowledge{
{
ID: "FK-NASA-0001", Component: "flow_control_valve_poppet", FailureMode: "fracture",
Mechanism: "high-cycle fatigue / contamination", Effect: "sluggish valve response, loss of flow control",
Control: "contamination control + design margin against resonant fatigue", Domain: "propulsion",
Source: "NASA NTRS 20110013003", License: lic,
Attribution: "NASA, Lessons Learned from the SSME Hydrogen Flow Control Valve Poppet Breakage (public domain)",
URL: ntrs("20110013003"),
},
{
ID: "FK-NASA-0002", Component: "control_moment_gyroscope", FailureMode: "mechanical_failure",
Mechanism: "in-service degradation (under investigation)", Effect: "loss of attitude-control actuator",
Control: "redundancy + condition monitoring + return-for-failure-analysis", Domain: "spacecraft",
Source: "NASA NTRS 20100021932", License: lic,
Attribution: "NASA, Space Station Control Moment Gyroscope Lessons Learned (public domain)",
URL: ntrs("20100021932"),
},
{
ID: "FK-NASA-0003", Component: "composite_structure", FailureMode: "fracture",
Mechanism: "accumulation/propagation of damage", Effect: "load-carrying capability below required → structural failure",
Hazard: "mechanical_hazard", Harm: "structural collapse", Control: "damage-tolerance design + inspection",
Domain: "structures", Source: "NASA NTRS 20080015747", License: lic,
Attribution: "NASA, Lessons Learned from Recent Failure and Incident Investigations (public domain)",
URL: ntrs("20080015747"),
},
{
ID: "FK-NASA-0004", Component: "pressurized_garment", FailureMode: "ignition",
Mechanism: "flash fire during functional test", Effect: "unit destroyed",
Hazard: "fire_explosion", Harm: "fire", Control: "oxygen-fire control + material/ignition-source review",
Domain: "life_support", Source: "NASA NTRS 20230013281", License: lic,
Attribution: "NASA, Lessons Learned from the EMU Fire (public domain)",
URL: ntrs("20230013281"),
},
{
ID: "FK-NASA-0005", Component: "fuel_cell", FailureMode: "loss_of_function",
Mechanism: "design conditions leading to component failure", Effect: "loss of electrical power generation",
Hazard: "electrical_hazard", Control: "design changes per identified failure mode", Domain: "power",
Source: "NASA NTRS 20090016297", License: lic,
Attribution: "NASA, Apollo CSM Power Generation System Design Considerations (public domain)",
URL: ntrs("20090016297"),
},
}
}
// AllFailureKnowledge aggregates every source's curated entries (currently NASA;
// OSHA/CPSC/MAUDE/NTSB will append here as they are added).
func AllFailureKnowledge() []FailureKnowledge {
var all []FailureKnowledge
all = append(all, GetNASAFailureKnowledge()...)
return all
}
// FailureKnowledgeByDomain filters the corpus by domain (e.g. "industrial").
func FailureKnowledgeByDomain(domain string) []FailureKnowledge {
var out []FailureKnowledge
for _, fk := range AllFailureKnowledge() {
if fk.Domain == domain {
out = append(out, fk)
}
}
return out
}