PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA

Weiju Ren

doi:10.1115/PVP2023-106799

PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA

Weiju Ren

Advanced Nuclear Materials

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Development of the ASME Materials Properties Database was initiated in the early 2010s to support the ASME Codes and Standards. As information technologies advance at an accelerated pace with the artificial intelligence era on the horizon, the ASME Materials Properties Database must be further modernized from a database to a knowledgebase to ride the wave of digital information revolution and effectively support the ASME Codes and Standards in the new era. This paper is intended to provide an overview of the ASME Materials Properties Database and discuss a roadmap for its future development to facilitate understanding of and participation from different sectors of the Codes and Standards community. It first reviews the basic concepts of data, information, knowledge, database, and database system; as well as the pros and cons in different types of data management, and then discusses the path forward for a desired evolution of the database into a self-explanatory and machine-readable knowledgebase that is consistent with human cognitive processes for the Codes and Standards development and furthermore provides resources for data processing and analysis to reach an eventual goal of streamlining the Codes and Standards development from the initial inquiry, throughout data submission, analysis, ⋯, to Codes and Standards rule establishment for final publication.

Original language	English
Title of host publication	Codes and Standards
Publisher	American Society of Mechanical Engineers (ASME)
ISBN (Electronic)	9780791887448
DOIs	https://doi.org/10.1115/PVP2023-106799
State	Published - 2023
Event	ASME 2023 Pressure Vessels and Piping Conference, PVP 2023 - Atlanta, United States Duration: Jul 16 2023 → Jul 21 2023

Publication series

Name	American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP
Volume	1
ISSN (Print)	0277-027X

Conference

Conference	ASME 2023 Pressure Vessels and Piping Conference, PVP 2023
Country/Territory	United States
City	Atlanta
Period	07/16/23 → 07/21/23

Funding

The author would like to thank members of the Boiler and Pressure Vessel Committee on Materials, Plant System Design Standards Committee, and Model Based Enterprise Standards Committee that reviewed this paper for publication. The ASME Materials Properties Database project is sponsored by the ASME Standards Technology, LLC under Contract Number NFE-19-07881 with support of the U.S. Department of Energy, Office of Nuclear Energy Science and Technology under contract DE-AC05-00OR22725 with Oak Ridge National Laboratory, managed by UT-Battelle, LLC. The ASME Materials Properties Database project is sponsored by the ASME Standards Technology, LLC under Contract Number NFE-19-07881 with support of the U.S. Department of Energy, Office of Nuclear Energy Science and Technology under contract DE-AC05-00OR22725 with Oak Ridge National Laboratory, managed by UT-Battelle, LLC. This manuscript has been authored by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).

Funders	Funder number
Model Based Enterprise Standards Committee	NFE-19-07881
Office of Nuclear Energy Science and Technology	DE-AC05-00OR22725
U.S. Department of Energy
Oak Ridge National Laboratory
UT-Battelle

Keywords

Codes and Standards
materials database

Access to Document

10.1115/PVP2023-106799

Cite this

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title = "PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA",

abstract = "Development of the ASME Materials Properties Database was initiated in the early 2010s to support the ASME Codes and Standards. As information technologies advance at an accelerated pace with the artificial intelligence era on the horizon, the ASME Materials Properties Database must be further modernized from a database to a knowledgebase to ride the wave of digital information revolution and effectively support the ASME Codes and Standards in the new era. This paper is intended to provide an overview of the ASME Materials Properties Database and discuss a roadmap for its future development to facilitate understanding of and participation from different sectors of the Codes and Standards community. It first reviews the basic concepts of data, information, knowledge, database, and database system; as well as the pros and cons in different types of data management, and then discusses the path forward for a desired evolution of the database into a self-explanatory and machine-readable knowledgebase that is consistent with human cognitive processes for the Codes and Standards development and furthermore provides resources for data processing and analysis to reach an eventual goal of streamlining the Codes and Standards development from the initial inquiry, throughout data submission, analysis, ⋯, to Codes and Standards rule establishment for final publication.",

keywords = "Codes and Standards, materials database",

author = "Weiju Ren",

note = "Publisher Copyright: Copyright {\textcopyright} 2023 by The United States Government.; ASME 2023 Pressure Vessels and Piping Conference, PVP 2023 ; Conference date: 16-07-2023 Through 21-07-2023",

year = "2023",

doi = "10.1115/PVP2023-106799",

language = "English",

series = "American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP",

publisher = "American Society of Mechanical Engineers (ASME)",

booktitle = "Codes and Standards",

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Ren, W 2023, PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA. in Codes and Standards., v001t01a059, American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP, vol. 1, American Society of Mechanical Engineers (ASME), ASME 2023 Pressure Vessels and Piping Conference, PVP 2023, Atlanta, United States, 07/16/23. https://doi.org/10.1115/PVP2023-106799

PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA. / Ren, Weiju.
Codes and Standards. American Society of Mechanical Engineers (ASME), 2023. v001t01a059 (American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PATH FORWARD: MATERIALS DATA MODERNIZATION FOR ASME CODES AND STANDARDS IN THE ARTIFICIAL INTELLIGENCE ERA

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