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.
Letξbe a nonnegative integrable random variable and define the random set X(ω) := [0, ξ(ω)] = x∈R 0≤x≤ξ(ω)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SY 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.