Issue No. 001·March 21, 2026·Seoul Edition
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Surge Playground

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Open probabilistic day-ahead load forecasts for US balancing authorities.

webApril 20, 2026
Energy ManagementData Analysis
What It Does

Details

Provides hourly probabilistic load forecasts for all 53 US balancing authorities that publish demand series to EIA-930, using a fine-tuned Chronos-2 model based on seven years of public data. It offers predictions that are as accurate as those utilities pay significant sums for.

Who It's For

Best fit users

  • Electricity grid operators
  • Energy analysts
Why It Matters

Why this one made the cut

Enhances the accuracy and reliability of day-ahead load forecasts, critical for managing power generation and distribution efficiently. This tool supports better decision-making in real-time grid balancing and wholesale electricity pricing.

Differentiator

What makes it different

Surge offers highly accurate probabilistic forecasts that perform better than conventional methods on six out of seven major RTOs.

Sources

Where we found it

Sources

GLOBAL · Hacker NewsENApr 20, 2026Visit

First discovered Apr 20, 2026 · Hacker News