Data Science and Modeling
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Articles
Wrangling Market Effects in the Wild West of Heat Pump Interventions
Articles
The Colorado heat pump market is like the Wild West—fast-moving, full of promise, and crowded with players. Utilities, cities, counties, states,…
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Case Studies
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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Magazine Articles
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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Case Studies
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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Magazine Articles
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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Articles
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,…