Artificial Neural Network To Predict Electrical Load Using Backpropagation Method
https://doi.org/10.58466/entries.v4i1.1744
Keywords:
Artificial Neural Network, Backpropagation, MatlabAbstract
PT PLN Area Ketapang West Kalimantan is a State-Owned Enterprise engaged in the provision of Electricity Resources in Ketapang, West Kalimantan. Prediction of future electricity needs is an important part, in order to meet electricity needs in Ketapang. Artificial Neural Network uses the Backpropagation method applied in this study to predict electricity load needs, it is expected to help in solving this problem. This electricity usage load prediction is influenced by input data on the amount of customer power from various sectors so that the amount of electricity load is known as the target. The data used is electricity sales report data from 2012 - 2016 PT. PLN Area Ketapang. Implementation of the artificial Neural Network backpropagation method using Matlab 8.5 as supporting software
References
Amri, Fauzul.2015. ”Jaringan Syaraf Tiruan Untuk Memprediksi Peringkat Akreditasi Program Studi Perguruan Tinggi”, Jurnal Sains dan Informatika, Vol.1, No.1,Hal.37-43
Budiharto, W, & Suhartono D. 2014. Artificial Intelligence Konsep dan Penerapannya. Yogyakarta :ANDI
Irma Handayani, Alimudin & Suhendar (2012), Peramalan Beban Tenaga Listrik Jangka Pendek Menggunakan Metode Jaringan Syaraf Tiruan, SETRUM, Vol.1, No.1 Juni 2012
Kustono dan Hatmojo, YI, (2006), Kinerja Jaringan Syaraf Tiruan Backpropagation Untuk peramalan Beban Listrik Harian di jawa tengah-DIY, Jurnal Penelitian Saintek FT UNY, Vol 11 No.1, Hal37-55
Mulyadi, Yadi, Ade Gafar Abdullah & Dadang Lukman Hakim (2010), Aplikasi Logika Fuzzy dan Jaringan syaraf tiruan sebagai metode Alternatif Prediksi beban Listrik Jangka Pendek.
Musli Yanto, Sarjo Defit dan Gunadi Widi Nurcahyo (2015), Analisis Jaringan Syaraf Tiruan untuk memprediksi jumlah reservasi kamar hotel dengan mentode Backpropagation, Jurnal KomTekInfo Fakultas Ilmu Komputer, Hal.34-39
Nasution, A.H. 2005. ManajemenIndustri.Yogyakarta : ANDI Setiawan, Sari Indah Anatta (2011), Peramalan Jaringan Syaraf Tiruan Metode Backpropagation Menggunakan VB 6, Jurnal ULTIMATICS, Vol, III, No. 2 Hal23-28
Upik Maria Hastuti (2014), Analisis Kualitas Pelayanan Teknik Area Karang tahun 2014 (Studi kasus pada PT Bermosacaro selases dijinal (BSD) sebagai rekan PT. PLN Area, Jurnal Digital RepositoryUNILA.
This journal has been indexed by: 
