Article ID Journal Published Year Pages File Type
6859172 International Journal of Electrical Power & Energy Systems 2018 10 Pages PDF
Abstract
Distribution systems are undergoing structural and topological changes, mainly due to the influence of the new distributed energy resources inserted along the feeders. In this context, the growth of the Smart Grids requires the evolution of the control and operation tools, since the decision-making should promote proactive actions. In this sense, the present paper proposes a method for subdividing the distribution system into grid functional blocks, associated to a method of forecasting of distributed electric quantities. The functional blocks allow the assets to be organized in a way to provide sufficient information to perform advanced analyzes of a geoelectric region. The proactive decisions, in the grid functional blocks, are taken from the very short term forecast of variables (voltage, current, active power and reactive power). These forecasts are based on an innovative method of selection of forecasting techniques, which takes into account the online and historical information for the performance ranking of forecasting techniques. The developed methodologies by authors provide greater flexibility for the Smart Grids regarding to the dynamic changes that occur in the distribution grids in the presence of distributed flexible resources, demand management, Volt-VAR Optimization, Conservation Voltage Reduction, protection, automatic reconfiguration, self-healing, storage and electric vehicles.
Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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