The performance of microgrid operation requires hierarchical control and estimation schemes that coordinate and monitor the system dynamics within the expected manipulated and control variables. Smart gri. .
••Frameworks for optimal control and monitoring of smart power grids are. .
Control designDigitisationDistributed energy generationDistributed energy systemEnergy storage s. .
AC Alternating CurrentAI Artificial IntelligenceANN . .
Microgrids are the future perspective of the power grid by integrating distributed energy resources (DERs). These DERs are based on various distributed energy storage (DES) and distrib. .
The smart grids deploy various services and technologies to modernise the traditional power grid. This deployment leads to an innovative power system that is automated, contr. [pdf]
The operation of microgrids, i.e., energy systems composed of distributed energy generation, local loads and energy storage capacity, is challenged by the variability of intermittent energy sources and demands. .
••The problem is joint optimization of operation and maintenance.••. .
CI Computational IntelligenceCM Corrective MaintenanceDNN . .
The global energy demand is expected to increase by 50% by 2050 [1] and the energy produced from Renewable Energy Sources (RESs) is required to increase by 12% every year t. .
A residential grid-connected MG with energy generation from RES has been considered. The time horizon, TM, is discretized into NTM decision times and we indicate the gene. .
The problem presented in Section 2 is characterized by the fact that the action performed during a time interval Δti, i.e., charge, discharge or maintain the ESS, directly influence. [pdf]
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