100 citations · 335 across the 27 of their papers we have counts for
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math.OC2021★ 1 cited
Massively parallelizable proximal algorithms for large-scale stochastic optimal control problems
Ajay K. Sampathirao, Panagiotis Patrinos, Alberto Bemporad +1
Scenario-based stochastic optimal control problems suffer from the curse of dimensionality as they can easily grow to six and seven figure sizes. First-order methods are suitable a…
math.OC2021
Optimal operation of microgrids with risk-constrained state of charge
Jie Lei, Christian A. Hans, Pantelis Sopasakis
In this paper we present a stochastic scenario-based model predictive control (MPC) approach for the operation of islanded microgrids with high share of renewable energy sources. W…