Informasi interaktif : jurnal informatika dan teknologi informasi
Vol 8 No 2 (2023): JII Volume 8, Number 2, Mei 2023

IMPLEMENTASI METODE ELBOW DAN K-MEANS CLUSTERING UNTUK MENGETAHUI KAPASITAS SOLAR PANEL

Sebatubun, Maria Mediatrix (Unknown)
Prayitna, Adiyuda (Unknown)



Article Info

Publish Date
20 Jun 2023

Abstract

According to electricity growth data, electricity consumption in Indonesia continues to increase. In 2015 electricity consumption was 910 kilowatt hours (kWh)/capita, then increased to 1,084 kWh/capita in 2019. Currently, Indonesia still relies on thermal power plants whose main energy sources come from fuel oil, gas and coal. With increasing electricity consumption, it is necessary to increase generating capacity. Indonesia has the potential to develop new and renewable energy, because Indonesia is located in the tropics where the sun shines almost all year round. This study aims to determine how much power capacity is obtained by solar panels, so it can meet the demand when it is cloudy and raining for a relatively long time. The data used is data collected for 2 days with an interval of collection every 15 seconds. The research was carried out by preprocessing, then looking for k cluster values using the Elbow method, after that the clustering stage used the k-means method. The results showed that the largest capacity obtained by solar panels was around 60 Watts, while the smallest capacity was around 17 Watts.

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Journal Info

Abbrev

jii

Publisher

Subject

Computer Science & IT

Description

Jurnal Informasi Interaktif membahas topik-topik yang secara umum berkaitan dengan isu-isu Hukum di Indonesia dan di seluruh dunia. Artikel yang dikirimkan mungkin mencakup isu-isu topikal di Kecerdasan Buatan Jaringan Saraf Tiruan Algoritma Genetik Grafika Komputer Sistem Pakar Wireless and Mobile ...