A mean-field limit yields a convex, price-responsive surrogate for aggregated storage that is learned via gradient descent on historical data and converges with population size.
Exact aggregate models for optimal management of heterogeneous fleets of storage devices,
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Mean-Field Learning for Storage Aggregation
A mean-field limit yields a convex, price-responsive surrogate for aggregated storage that is learned via gradient descent on historical data and converges with population size.