Weather Forecasting
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Energy trading relies on eight core hourly forecast types: day-ahead price, intraday price, load, wind, solar, residual load, DART spread, and probabilistic ensembles. Each type maps to specific inputs, horizons, accuracy…
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Traditional NWP models update only 2–4 times per day on expensive supercomputers, which leaves traders exposed to stale data between runs and stuck in manual briefing routines during critical pre-market hours.
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AI foundation models like EPT-2 beat ECMWF HRES on every lead time for the four variables that drive P&L (10 m/100 m wind, 2 m temperature, surface solar radiation) while running at about 0.25 kWh and supporting up to 24…
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High-frequency refresh combined with divergence and correction alerts turns model revisions into clear trading signals for intraday positioning and DART spread capture, which converts forecast accuracy gains into…
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Book a personalized benchmark on the Jua platform to see EPT-2 against your current provider in under five minutes: schedule your demo here.
Master energy trading with Jua's high-resolution hourly forecasts—updated up to 24x/day. Capture DART spreads and optimize intraday positions.