Metodología para calcular la demanda máxima unitaria de clientes industriales y comerciales que cuenten con sistema de telemedición en base a la obtención de curvas tipo de demanda diaria mediante la técnica Fuzzy C-means.

Abstract

This degree project describes a methodology for calculating the maximum unit demand for large commercial and industrial customers, which are in the Telemetry System of Empresa Eléctrica Quito. The methodology is based on three main stages. The first stage consists in the classification for commercial customers by energy consumption strata and industrial customers by economic activity. The second stage consists in the determination of the characteristic daily demand curves for each special customer applying the DBSCAN and K-Means algorithms. Finally, in the third stage, the fuzzy methods used for grouping such as Fuzzy C-Means is applied to obtain the daily representative load curves for each classified group. With the typical daily load curves for each classified group for the commercial and industrial categories, the maximum unit demand of some customers is determined, this can serve as a guide for the demand design for future electrical projects by the Empresa Eléctrica Quito or electrical related professionals.