Evaluation of Grid-Connected Photovoltaic Plants Based on Clustering Methods

Photovoltaic (PV) systems are electric power designed to supply usable solar by means of photovoltaics, which is the conversion light into electricity using semiconducting materials. PV have gained much attention and a very attractive energy resource nowadays. The substantial advantage usage most abundant free from sun. play an important role in reducing feeder losses, improving voltage profiles providing ancillary services local loads. However, large grid-connected may destructive impact on stability grid. This due fluctuations output AC generated according variations levels. Thus, electrical distribution system with high penetration subject performance degradation instabilities. For that, this project attempts enhance integration process grids analyzing installing plants. To accomplish this, indicative representation irradiation datasets used for planning flow studies network prior installation. Those contain lengthy historical observations data, that requires extensive analysis simulations. overcome reduced clustered while preserving original data characteristics. resultant clusters can be utilized stage simulation studies. Accordingly, related grid conducted efficient manner, avoiding computing resources processing times easier practical implementation.