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    The application of sophisticated data mining opportunities to get more out of our grid.

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    Team winners from 2023 UAI Awards.
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    Highlights

    Itron
    Distributed intelligence-enabled smart meters.
    Data Analytics

    Getting Smart at the Edge: AMI and Distributed Intelligence

    July 10, 2023
    Commonwealth Edison is working to evolve distributed intelligence alongside advanced metering infrastructure.
    Photo by AdobeStock.
    A combination of approaches allows data related to each transformer to be classified into one of several predefined classifications or states: normal, monitor, service, stable, replace and risk identified.
    Digital Innovations

    Duke Energy's Hybrid Approach to AI

    May 16, 2023
    Duke Energy’s hybrid model of engineered analytics and ML has proven to be an excellent but imperfect tool — more accurate than either pure AI/ML tools or engineered analytics...
    Photo by Scott Prokop, Dreamstime.
    Modern GIS software enables utilities to manage many aspects of their assets in a contextual, visual and map-based database. Instead of the static columns and rows associated with a traditional spreadsheet, information can be tied to a photo or visual image that links to associated media.
    Data Analytics

    How to Leverage GIS Data

    Feb. 10, 2023
    Web-based geographic information system software enables utilities to manage aspects of their assets in a contextual, visual and map-based database.
    Award Graphic 2
    metamorworks/Getty Images
    Data Analytics
    Data Analytics

    Data, Decarbonization, and The New Math of Sustainability

    Feb. 14, 2022
    Instead of a cadence-based approach to managing the grid, the industry is moving to a data-driven “risk-spend efficiency” approach
    Photo 91286952 © Abel Tumik | Dreamstime.com
    Data Analytics

    Harnessing Quantum Machine Learning To Revolutionize Utility Analytics

    Jan. 18, 2024
    Quantum Machine Learning, a fusion of quantum computing and artificial intelligence, holds the potential to transform the industry by enabling the efficient utilization of vast...
    Photo by POWER Engineers.
    Electrification

    Right-Sizing Residential Transformers for EVs

    Jan. 12, 2024
    Electric vehicle chargers can overload transformers, wearing them down early, but careful planning can mitigate these harmful effects.
    ipopba/iStock/Getty Images Plus
    Data Analytics

    Smart Grid’s Big Data And Granularity

    Jan. 11, 2024
    As the digitalization of the power grid grows, data optimization gets more complicated.
    Photo by AES Corp.
    Data Analytics

    AES Accelerates with AI

    Jan. 3, 2024
    The company has taken significant steps to harness the value of data through artificial intelligence and machine learning.