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Sensing and Predictive Analytics

NREL measures weather resources and power systems, forecasts energy resources and grid conditions, and converts measurements into operational intelligence to support grid operations and planning.

Photo of solar resource monitoring equipment

Grid operations involve assessing the grid's health in real time, predicting its behavior and potential disruptions, and quickly responding to events—which require understanding vital parameters throughout the electric infrastructure, from generation to the end user. NREL research is improving sensing and predictive analytics across these spatial scales and at multiple timescales—from microseconds to hours and days—to support advances in power systems operations and planning.

Capabilities

Access our library of renewable resource data.

Contact

Rui Yang

Group Research Manager II, Electrical Engineering

[email protected]
303-275-4336


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Last Updated June 13, 2025