Energy

Energy environments train planning across grid operations and energy storage. This example follows a battery dispatch decision after renewable output falls.

In development

Example task

Renewable energy response

Conceptual example

Renewable output falls

Available generation decreases

Dispatch battery

Use stored energy to serve demand

Serve demand

Stay within storage limits

What the task measures.

Score unmet demand and operating cost while checking power and storage limits. Record each dispatch decision and the resulting grid state.

Using stored energy now changes how much remains for later demand. Following several demand periods tests whether a model can plan beyond the next action.

Work with Kimpton.

Engagements are custom. We agree on the task, inputs, outcomes, and rewards before we build the environment.