Výsledky vyhledávání - "Mirasierra, Victor"

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Modifier-Adaptation for Real-Time Optimal Periodic Operation

Autor: Mirasierra, Victor, Limon, Daniel

In this paper, we present the periodic modifier-adaptation formulation of the dynamic real time optimization. The proposed formulation uses gradient information to update the problem with affine modifiers so that, upon convergence, its solution match

Externí odkaz: http://arxiv.org/abs/2309.09680

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Prediction error quantification through probabilistic scaling -- EXTENDED VERSION

Autor: Mirasierra, Victor, Mammarella, Martina, Dabbene, Fabrizio, Alamo, Teodoro

In this paper, we address the probabilistic error quantification of a general class of prediction methods. We consider a given prediction model and show how to obtain, through a sample-based approach, a probabilistic upper bound on the absolute value

Externí odkaz: http://arxiv.org/abs/2105.14187

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Chance constrained sets approximation: A probabilistic scaling approach -- EXTENDED VERSION

Autor: Mammarella, Martina, Mirasierra, Victor, Lorenzen, Matthias, Alamo, Teodoro, Dabbene, Fabrizio

In this paper, a sample-based procedure for obtaining simple and computable approximations of chance-constrained sets is proposed. The procedure allows to control the complexity of the approximating set, by defining families of simple-approximating s

Externí odkaz: http://arxiv.org/abs/2101.06052

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