AI-Driven Accelerated Inclusion Analysis for Energy Efficient Steelmaking (Final CRADA Report)
- Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
- ArcelorMittal USA Research LLC, East Chicago, IN (United States)
This was a collaborative effort between Lawrence Livermore National Security, LLC (LLNS) as manager and operator of Lawrence Livermore National Laboratory (LLNL) and ArcelorMittal USA Research LLC (“ArcelorMittal” as the Participant), to use scanning electron microscopy (SEM) images, computer vision and machine learning methods, and high-performance computing to accelerate the inclusion analysis process of liquid steel so that new methods can be used for near-real time process control on the shop floor.
- Research Organization:
- Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); ArcelorMittal USA Research LLC, East Chicago, IN (United States)
- Sponsoring Organization:
- USDOE National Nuclear Security Administration (NNSA); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Advanced Materials & Manufacturing Technologies Office (AMMTO)
- DOE Contract Number:
- AC52-07NA27344
- OSTI ID:
- 3000502
- Report Number(s):
- LLNL--TR-2013112; CRADA-TC02406
- Country of Publication:
- United States
- Language:
- English
Similar Records
Automated Dimensional Metrology Tools for 4+ DOF Measurement Systems (CRADA Final Report)
Operational Forecasting of Induced Seismicity (CRADA Final Report)
Dual Phase Membrane for CO2 Separation (Phase 1) (CRADA Final Report)
Technical Report
·
Sun Dec 10 23:00:00 EST 2023
·
OSTI ID:3000133
Operational Forecasting of Induced Seismicity (CRADA Final Report)
Technical Report
·
Fri Sep 26 00:00:00 EDT 2025
·
OSTI ID:2997177
Dual Phase Membrane for CO2 Separation (Phase 1) (CRADA Final Report)
Technical Report
·
Tue Feb 13 23:00:00 EST 2024
·
OSTI ID:3000139