Ubicación óptima de medidores sincrofasoriales en sistemas de transmisión usando técnicas de clusterización

In this research several clustering techniques were performed in order to identify and determine the quantity and the optimal location of Phasor Measurement Units (PMUs) in an electrical power system (EPS), seeking to determine the least amount of devices to be used and thus reducing the implementat...

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Autor Principal: Yanguicela Caiza, Kathy Alexandra
Formato: bachelorThesis
Idioma: spa
Publicado: 2017
Materias:
Acceso en línea: http://dspace.ups.edu.ec/handle/123456789/13258
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Sumario: In this research several clustering techniques were performed in order to identify and determine the quantity and the optimal location of Phasor Measurement Units (PMUs) in an electrical power system (EPS), seeking to determine the least amount of devices to be used and thus reducing the implementation cost of the synchro-phasorial measurement system. There are several methods that are detailed in the literature review that can be developed in order to predict these optimal locations, but the present research is focused on studying the K-means and K- medoids algorithms that are clustering methods based on distances, that is, in our case a certain number of devices are grouped based on the minimum distance between them. Once simulated the two clustering methods proposed in this investigation, it will be determined which are the optimal buses for placing the PMUs.