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• W2593670092 abstract "The increasing penetration of renewable energy resources, paired with the fact that load can vary significantly, introduce a high degree of uncertainty in the behavior of modern power grids. Given that classical dispatch solutions are rigid, their performance in such an uncertain environment is in general far from optimal. For this reason, in this paper, we consider AC optimal power flow (AC-OPF) problems in the presence of uncertain loads and (uncertain) renewable energy generators. The goal of AC-OPF design is to guarantee that controllable generation is dispatched at minimum cost, while satisfying constraints on generation and transmission for almost all realizations of the uncertainty. We propose an approach based on a randomized technique recently developed, named scenario with certificates, which allows to tackle the problem without assuming any a-priori dependence of the voltages in the network on the uncertain generators/loads. The proposed solution can exploit the usually available probabilistic description of the uncertainty and variability, and provides solutions with a-priori probabilistic guarantees on the risk of violating the constraints on generation and transmission." @default.
• W2593670092 created "2017-03-16" @default.
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• W2593670092 date "2017-02-09" @default.
• W2593670092 modified "2023-09-27" @default.
• W2593670092 title "AC optimal power flow in the presence of renewable sources and uncertain loads" @default.
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