Data Science and Modeling

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    Installation is the Innovation: Unlocking Heat Pump Performance

    Case Studies

    By integrating customer insights and system performance data, ILLUME helped Georgia Power uncover how installation practices determine whether inverter-driven heat pumps…

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    Big Data and Small Business

    Magazine Articles

    Using Data-Driven Models to Reveal Energy Savings Opportunities in an Underserved Customer Segment

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    Testing the Efficacy of Home Energy Reports

    Case Studies

    Drawing on statistical methods from biomedical research, ILLUME applied meta-analysis techniques to measure savings from home energy report (HER) programs to…

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  • Centerpoint
    CenterPoint Doubles Down on Data to Deliver Smarter Programs

    Magazine Articles

    How does a utility, operating across multiple verticals, create an intelligence platform for decision making?

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    Big Data: Tyrant or Tool?

    Articles

    The energy industry is on the cusp of a big data revolution. More than 50% of households have a smart meter,…

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