Skip to main content

Statistical and Data-driven Methods for Additive Manufacturing Qualification

Completed

This workshop will explore opportunities to use statistical and data-driven methods for additive manufacturing qualification, including approaches that enhance dimensional accuracy and recent advances and future directions in statistics, data analytics, artificial intelligence, and machine learning.

Description

A planning committee appointed by the National Academies of Sciences, Engineering, and Medicine will organize a workshop to examine the following topics:
1. Approaches that enhance dimensional accuracy in additive manufacturing and post-additive processes and dimensional stability in usage, including potential innovations in process, control, and materials design.
2. Recent advances and future directions in statistics, data analytics, artificial intelligence, and machine learning that have the potential to aid automated procedures for machine calibration and processing parameters along the toolpath correction in additive manufacturing processes.
3. Based on the outcome of (1) and (2), what are the issues associated with a rapid advance of additive manufacturing material qualification and part certification.
In addressing these topics, the workshop will:
- Bring together domain researchers from different additive manufacturing communities, statisticians, data scientists, and artificial intelligence/machine learning experts to share ideas, best practices, and opportunities; and
- Identify new research program areas that have the potential to advance additive manufacturing.
One or more rapporteurs who are not members of the committee will be designated to prepare a workshop proceedings.

Contributors

Committee

Chair

Member

Member

Member

Member

Member

Member

Member

Member

Member

Member

Sponsors

Department of Energy

Staff

Brittany Segundo

Lead

Amisha Jinandra

Erik Svedberg

Michelle Schwalbe

Subscribe to Email from the National Academies
Keep up with all of the activities, publications, and events by subscribing to free updates by email.