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Integrating model predictive control and deep learning for the management of an EV charging station
ArticleAbstract: Explicit model predictive control (EMPC) maps offline the control laws as a set of regions as a funcPalabras claves:Deep Neural Network, Electric vehicle (EV), Energy management, Explicit model pbkp_redictive control, Explicit model predictive control, Model Pbkp_redictive Control, model predictive control, optimization, Photovoltaic (PV), uncertaintiesAutores:Ana K. Cabrera-Tobar, D'Amore G., Pavan A.M., Petrone G., Spagnuolo G.Fuentes:scopusEnergy Scheduling and Performance Evaluation of an e-Vehicle Charging Station
ArticleAbstract: This paper proposes an energy management system (EMS) for a photovoltaic (PV) grid-connected charginPalabras claves:Analysis, electrical vehicle, Energy management, Model Pbkp_redictive Control, model predictive control, optimization, photovoltaicAutores:Ana K. Cabrera-Tobar, Blasuttigh N., Lughi V., Pavan A.M., Petrone G., Spagnuolo G.Fuentes:scopusReal time Energy Management System of a photovoltaic based e-vehicle charging station using Explicit Model Predictive Control accounting for uncertainties
ArticleAbstract: This paper proposes an Explicit Model Predictive Control (eMPC) for the energy management of an e-vePalabras claves:charging station, emissions, EV, Explicit, Model Pbkp_redictive Control, model predictive control, MPC, Multiparametric, optimization, uncertaintiesAutores:Ana K. Cabrera-Tobar, Blasuttigh N., Pavan A.M., Petrone G., Spagnuolo G.Fuentes:scopusAdaptive Energy Management System for Green and Reliable Telecommunication Base Stations
ArticleAbstract: Telecommunication Base Transceiver Stations (BTSs) require a resilient and sustainable power supplyPalabras claves:Energy Management System, Grid outage, model predictive control, resilience, telecommunication networkAutores:Ana K. Cabrera-Tobar, Francesco Grimaccia, Giovanni Perin, Greta Vallero, Michela Meo, Sonia LevaFuentes:scopusSite Selection Framework for Resilient Power Supply of Telecommunication Base Stations
OtherAbstract: This paper presents a guideline for the resilient site selection and design of microgrids to supplyPalabras claves:battery energy storage, Energy Management System, model predictive control, optimization, photovoltaic systems, Telecommunication Base StationsAutores:Ana K. Cabrera-Tobar, Francesco Grimaccia, Pablo Sarria Montes, Sonia LevaFuentes:scopusTwo-layer optimization approach for Electric Vehicle Charging Station with dynamic reconfiguration of charging points
ArticleAbstract: This paper presents a two-layer optimization of a fast Electric Vehicle (EV) Charging Station powerePalabras claves:Demand response, Dynamic switching, Electric vehicle allocation, Electric vehicle charging station, Energy Scheduling, model predictive control, Parking lot, renewable energy, Two layer optimizationAutores:Ana K. Cabrera-Tobar, Riccardo Ramaschi, Simone Polimeni, Sonia LevaFuentes:scopusDesign Considerations and Energy Management System for Green and Reliable Telecommunication Base Stations
OtherAbstract: This paper presents the design considerations and optimization of an energy management system (EMS)Palabras claves:battery energy storage, Energy Management System, model predictive control, optimization, photovoltaic systems, Telecommunication Base StationsAutores:Ana K. Cabrera-Tobar, Francesco Grimaccia, Sonia LevaFuentes:scopus