US nuclear lab uses new AI-power to boost reactor efficiency, safety - Interesting Engineering
US nuclear lab uses new AI-power to boost reactor efficiency, safety
Scientists showcased the application of machine learning in the sodium-cooled fast reactor (SFR).
Published: Nov 04, 2023 08:52 PM EST
Argonne’s machine learning model is equipped to analyze data from 31 sensors at its Mechanisms Engineering Test Loop (METL) facility. Argonne National Laboratory.
Related Knowledge Center: ENERGY BASICS: nuclear
Nuclear energy provides almost 20 percent of the U.S. electricity supply. Advocates have called for an expanded role for nuclear as an emissions-free fuel source. But the economics of building new reactors are daunting. In addition, lingering safety concerns are an institutionalized part of the calculation of nuclear regulation, and highly radioactive nuclear waste remains a can that public officials have been inclined to kick down the road. The Energy Information Administration projects a sharp decline in nuclear power generation over the next decade, as new nuclear plants — two are planned — are more than offset by anticipated retirements of several operating reactors.