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Updated: Jan 26, 2026

A Facile and Efficient Approach for the Production of Reversible Disulfide Cross-linked Micelles
Published on: December 23, 2016
A standards-based approach for linking as-planned to as-fabricated product data
Moneer Helu1, Alex Joseph2, Thomas Hedberg1
1Engineering Laboratory, National Institute of Standards and Technology, Gaithersburg, MD 20899 USA.
Abstract:
The digital thread links disparate systems across the product lifecycle to support data curation and information cultivation and enable data-driven applications, e.g., digital twin. Realizing the digital thread requires the integration of semantically-rich, open standards to facilitate the dynamic creation of context based on multiple viewpoints. This research develops such an approach to link as-planned (ISO 6983) to as-fabricated (MTConnect) product data using dynamic time warping. Applying this approach to a production part enabled the designer to make a more optimal decision from the perspective of the product lifecycle that would have otherwise been challenging to identify.
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