Cumulative resume run added 64 new NASA NTRS docs (query/page pool then
exhausted): 164 total, 73 applicable failures, all public-use licensed.
NASA stays a generic component failure-mode library; not scaled further.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
100 NASA NTRS docs processed (Claude Haiku 4.5), 55 applicable failures
extracted with verbatim source quotes; all licences public-use-permitted
(NTRS GOV_PUBLIC_USE_PERMITTED / PUBLIC_USE_PERMITTED), each passes the
failure-knowledge allowlist. Register now serves the real corpus in the
FMEA "Quelldokumente" panel.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Quote-verifiable failure extraction via Claude (Haiku 4.5): PDF sent
directly, tool-schema forces verbatim source quotes + applicable flag +
confidence — replaces the unreliable local llama run. Only applicable=true
tuples ingest into bp_iace_failure_kb; every processed doc lands in the
source manifest.
Frontend: FMEA tab now shows a "Quelldokumente" register (every document we
use, with source + licence + link + what was extracted) served from the
embedded manifest via GET /iace/failure-knowledge/sources. Manifest is
placeholder until the 100-doc Haiku run is folded in.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
P1 of the auto-FMEA build plan: establish the public-domain methodology
foundation (no AIAG-VDA/SAE/IEC tables reproduced).
- fmea_data_sources.go: MIL-STD-882E severity (Cat I-IV→1-10) + probability
(A-F→1-10 with per-hour λ bands), OccurrenceFromRate(λp·α), SeverityForCategory,
MIL-STD-1629A CriticalityCm = λp·α·β·t. Own 1-10 projection, government-anchored.
- 4 versioned source docs (MIL-STD-1629A, MIL-STD-882E, NASA RCM, FMD-91/NPRD-91)
ingested into the new RAG collection bp_iace_fmea_kb (whitelisted).
- Tests for all scales/mappings/criticality (green).
Next (P1 step 2): fetch FMD-91/NPRD-91 bulk λ/α tables from DTIC.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Cross-checked cobot_biomech_limits.md against both source papers:
- Behrens et al. 2022 (Frontiers): 10 body regions spot-checked, force
values match the paper EXACTLY in both columns (pinching + impact).
- Park et al. 2019 (PLOS ONE): lowest/highest/range pressure values exact.
Fix: 28 -> 29 body locations; add a verification stamp. Threshold VALUES
were already correct (no data change), so no RAG re-ingest needed.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Versioned, license-tagged source docs for the multi-layer GT knowledge base,
ingested into the new core RAG collection bp_iace_safety_kb (whitelisted in
the RAG search handler):
- prism_risk_methodology.md — OPSS PRISM v2 (OGL v3): full severity(4)×
probability(8) → risk-level matrix (Serious/High/Medium/Low), RAPEX-aligned.
- cobot_biomech_limits.md — CC BY 4.0 papers (Behrens 2022 / Park 2019):
force (N) & pressure (N/cm²) pain thresholds by body region (the data behind
ISO/TS 15066, cited from the open papers — standard tables NOT reproduced).
- hse_example_risk_assessments.md — HSE (OGL v3): qualitative hazard→control.
- osha_robot_safety.md — OSHA OTM (public domain): 250 mm/s teach anchor,
robot hazard taxonomy, safeguarding hierarchy.
No DIN/EN/ISO/IEC/DGUV content reproduced; each doc states its license + attribution.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
US severity anchor complementing ESAW: BLS Census of Fatal Occupational
Injuries (public domain), event/exposure distribution 2023-24 + the
machine-relevant "Contact incidents" breakdown (struck/caught/compressed
by running powered equipment: 226/213). Key finding: in MANUFACTURING,
contact is the leading fatal event (104/353 = 29.5%) — independent support
for the model's mechanical-contact emphasis. Ingested into the core RAG
collection bp_iace_accident_stats.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Executes the accident-statistics pipeline for the risk anchors:
- Refresh contactModeEvidence with real Eurostat ESAW figures
(dataset hsw_ph3_08, reference year 2023): impact 24.0%/21.4%,
struck-by 13.0%/23.8%, sharp 14.5%, trapped/crushed 13.8% (fatal),
+ new physical/mental-stress mode 24.7% → ergonomic. GT-calibrated
tier VALUES unchanged; the real data confirms the ordering.
- Add the versioned source document (datasources/esaw_accident_stats_2023.md,
ESAW CC BY 4.0 + OSHA public-domain context) that is ingested into the
core RAG collection bp_iace_accident_stats for searchable evidence.
- Whitelist bp_iace_accident_stats in the RAG search handler so seeding
can full-text search the statistics with citation at seed time.
Two-layer design: the small license-tagged code table stays the deterministic
tier/citation lookup; the RAG holds the searchable source evidence.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Benjamin Admin