A minimal standards-only carrier profile for semantic PMI in OpenUSD: design, open implementation, and validation on the NIST MBE test models

Industrial digital-twin platforms increasingly ingest engineering CAD into OpenUSD. Semantic product and manufacturing information (PMI) — tolerances, datums, and their links to geometry — does not survive this ingestion: in the measured outputs of three production CAD-to-USD pipelines, no machine-readable carrier remains. The loss is fixed at the specification level: OpenUSD Core Specification 1.0 defines no carrier for semantic PMI, boundary-representation face identity, or annotation-to-face association. We propose a minimal carrier profile that gives these semantics a standards-only representation in USD, built from per-face subsets, typed attributes, and native relationships. We implement it in an open STEP-to-USD writer that serves as an executable reference definition of the profile, together with a fingerprint algorithm aligning STEP face identifiers with mesh faces. On the NIST MBE PMI test models (16 single-part B-rep models, 838 top-level annotations), the empirical results are: typed parsing covers 731/736 annotations (99.3%); face alignment resolves 3824/3843 faces (99.5%); associations resolve for 688/690 face-anchored annotations (99.7%), with target-level completeness of 4836/4864 (99.4%); and 11 annotations lack machine-readable geometry links in the NIST sources themselves. Survival (838/838) and exact typed round-trip hold by construction and are audit-confirmed. Carrying the semantics changes no geometric data; area-uniform mean deviations of all four outputs lie at or below the 0.06 mm level. Downstream, geometry-only baselines on production outputs recover hole geometry only partially or with an unflaggable error tail, and cannot link any feature to its tolerance; profile outputs are measurable by construction, with residuals at the numerical-precision floor (median 1.8e-06 mm).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-28
DOI
https://doi.org/10.5281/zenodo.21299879
Primary Topic
Digital Transformation in Industry
Type
preprint
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preprint

A minimal standards-only carrier profile for semantic PMI in OpenUSD: design, open implementation, and validation on the NIST MBE test models

Jiawei Jing
Zenodo (CERN European Organization for Nuclear Research)
Digital Transformation in Industry
preprint

A minimal standards-only carrier profile for semantic PMI in OpenUSD: design, open implementation, and validation on the NIST MBE test models

Jiawei Jing
preprint en

Abstract

Industrial digital-twin platforms increasingly ingest engineering CAD into OpenUSD. Semantic product and manufacturing information (PMI) — tolerances, datums, and their links to geometry — does not survive this ingestion: in the measured outputs of three production CAD-to-USD pipelines, no machine-readable carrier remains. The loss is fixed at the specification level: OpenUSD Core Specification 1.0 defines no carrier for semantic PMI, boundary-representation face identity, or annotation-to-face association. We propose a minimal carrier profile that gives these semantics a standards-only representation in USD, built from per-face subsets, typed attributes, and native relationships. We implement it in an open STEP-to-USD writer that serves as an executable reference definition of the profile, together with a fingerprint algorithm aligning STEP face identifiers with mesh faces. On the NIST MBE PMI test models (16 single-part B-rep models, 838 top-level annotations), the empirical results are: typed parsing covers 731/736 annotations (99.3%); face alignment resolves 3824/3843 faces (99.5%); associations resolve for 688/690 face-anchored annotations (99.7%), with target-level completeness of 4836/4864 (99.4%); and 11 annotations lack machine-readable geometry links in the NIST sources themselves. Survival (838/838) and exact typed round-trip hold by construction and are audit-confirmed. Carrying the semantics changes no geometric data; area-uniform mean deviations of all four outputs lie at or below the 0.06 mm level. Downstream, geometry-only baselines on production outputs recover hole geometry only partially or with an unflaggable error tail, and cannot link any feature to its tolerance; profile outputs are measurable by construction, with residuals at the numerical-precision floor (median 1.8e-06 mm).

Zenodo (CERN European Organization for Nuclear Research)
Ai Corporation (United Kingdom) (GB)
Industry, innovation and infrastructure
Digital Transformation in Industry
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A minimal standards-only carrier profile for semantic PMI in OpenUSD: design, open implementation, and validation on the NIST MBE test models — Jiawei Jing · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS