Search results for "Distributional solutions"

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Mean-field games and dynamic demand management in power grids

2013

This paper applies mean-field game theory to dynamic demand management. For a large population of electrical heating or cooling appliances (called agents), we provide a mean-field game that guarantees desynchronization of the agents thus improving the power network resilience. Second, for the game at hand, we exhibit a mean-field equilibrium, where each agent adopts a bang-bang switching control with threshold placed at a nominal temperature. At equilibrium, through an opportune design of the terminal penalty, the switching control regulates the mean temperature (computed over the population) and the mains frequency around the nominal value. To overcome Zeno phenomena we also adjust the ban…

Statistics and ProbabilityEconomics and EconometricsMains electricityViscosity solutionDynamic demand managementPopulationDistributional solutionsInterval (mathematics)law.inventionSettore ING-INF/04 - AutomaticalawControl theoryEconomicseducationeducation.field_of_studyApplied MathematicsComputer Graphics and Computer-Aided DesignThermostatMean field gameComputer Science ApplicationsPower (physics)Computational MathematicsComputational Theory and MathematicsTerminal (electronics)Dynamic demandSettore MAT/09 - Ricerca OperativaGame theoryMathematical economics
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