Speaking Engagement

WEI Integrated Resource Planning

June 5, 2025
Virtual
Room with rows of server hardware in the data center

Margarita Patria presents the session titled “Load Forecasting Methods for Data Centers.”

This session will provide a review of load forecasing methods for data centers and how these tie into the IRP process and the challenges utilities are facing:

  1. Deterministic – Start with what you know. This bottom-up approach focuses on specific data centers under consideration – stated ramp rates, facility size, expected load factors, and risk profiles.
  2. Trend Forecasts – Benchmark against broader patterns. Leverages historical and projected data center growth – nationally, in hot markets like Dominion, and regionally – to anchor expectations.
  3. Probabilistic – Model uncertainty and risk. Monte Carlo simulations incorporate economic shocks and historical variance in project execution to generate a range of outcome and better inform planning.

For more information on this event, click here.

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