6533b85bfe1ef96bd12baa27

RESEARCH PRODUCT

Scalable and Privacy-Preserving Admission Control for Smart Grids

Ilenia TinnirelloGiovanni NegliaGiuseppe Di BellaLaura Giarre

subject

EngineeringControl and Optimizationlarge deviationRandom variableDistributed computingReal-time computingprivacyModeling and simulation[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]PhotovoltaicsAdmission control; Home appliances; Logic gates; Power demand; Privacy; Random variables; Shape; Control and Systems Engineering; Modeling and Simulation; Control and OptimizationWind poweradmission controlSettore ING-INF/03 - Telecomunicazionibusiness.industryBandwidth (signal processing)[SPI.NRJ]Engineering Sciences [physics]/Electric powerdirect load controlShapeLogic gateSmart gridsAdmission controlHome applianceSmart gridControl and Systems EngineeringModeling and SimulationScalabilityPower demand[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]businessEnergy source

description

International audience; Energy demand and production need to be constantly matched in the power grid. The traditional paradigm to continuously adapt the production to the demand is challenged by the increasing penetration of more variable and less predictable energy sources, like solar photovoltaics and wind power. An alternative approach is the so called direct control of some inherently flexible electric loads to shape the demand. Direct control of deferrable loads presents analogies with flow admission control in telecommunication networks: a request for network resources (bandwidth or energy) can be delayed on the basis of the current network status in order to guarantee some performance metrics. In this paper we go beyond such an analogy, showing that usual teletraffic tools can be effectively used to control energy loads. In particular we propose a family of control schemes which can be easily tuned to achieve the desired trade-off among resources’ usage, control overhead and privacy leakage.

https://inria.hal.science/hal-01255726