When was the last time your power utility accurately predicted your neighborhood's electrical load patterns during a heatwave? With global electricity demand projected to surge 60% by 2050 (IEA 2023), traditional load forecasting methods now show alarming 12-18% error margins in deregulated markets. This isn't just about keeping lights on – it's about preventing $47 billion in annual grid instability costs worldwide.
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