Machine Intelligence for Review and Analysis of Condition Logs and Entries (MIRACLE)
Established in 1963, the R&D 100 Awards is the only S&T (science and technology) awards competition that recognizes new commercial products, technologies, and materials for their technological significance that are available for sale or license. The R&D 100 Awards, celebrating the program's 60th Anniversary this year, has long been a benchmark of excellence for industry sectors as diverse as telecommunications, high-energy physics, software, manufacturing, and biotechnology. This 2022 R&D 100 winner is listed below, along with its respective category.
Category: Software/Services
Developers: Idaho National Laboratory
United States
Product Description:In the nuclear power industry, every issue, no matter how small, is documented in a condition report. In each plant, hundreds of these are reviewed and characterized every week by dozens of people. MIRACLE employs machine learning and natural language processing to automate this process, saving millions while improving safety.
Developers: Idaho National Laboratory
United States
Product Description:In the nuclear power industry, every issue, no matter how small, is documented in a condition report. In each plant, hundreds of these are reviewed and characterized every week by dozens of people. MIRACLE employs machine learning and natural language processing to automate this process, saving millions while improving safety.

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