Category · AI for Power Challenge

Grid T & D Operations, Planning, and Markets

Priority AI use-cases focused on improving the forecasting, operation, and restoration of power across transmission and distribution networks — from market price prediction and AMI analytics to extreme weather response and outage management.

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Applications and technologies in this category

Use cases below address high-priority industry gaps in forecasting grid conditions, operating transmission and distribution systems in real time, and restoring service after outages. Solutions proposed here will have the opportunity to be demonstrated with leading utility members of the AI for Power Challenge.

01

Energy Market Price Forecasting

Grid Market Design and Operations

Machine learning models predict day-ahead and real-time market prices using inputs such as demand forecasts, generation availability, weather conditions, and historical price patterns. AI adapts to market rule changes and real-time events. Outputs are used by utilities, traders, and aggregators to optimize bidding strategies. Forecast confidence intervals help assess market risks.

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