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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) ELECTRANS The International Journal of Pegon Islam Nusantara Civilization Prosiding University Research Colloquium eProceedings of Engineering
Muhamad Ramdlan Kirom
Telkom Unieversity
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Journal : ELECTRANS

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Prediksi Beban Listrik Jangka Pendek Menggunakan Algoritma Feed Forward Back Propagation dengan Mempertimbangkan Variasi Tipe Hari Ramadani Dwisatya; M.Ramdlan Kirom
ELECTRANS Vol 14, No 1 (2016): Volume 14, Nomor 1, Tahun 2016
Publisher : Universitas Pendidikan Indonesia

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Abstract

The development of computing technology that has lead to soft computing technologies prompted researchers to try for finding an alternative method to predict the power load-based artificial intelligence (which is a popular and widely used: Adaptive Neural Network / Neural Network). Short term load forecasting has a very important role for the efficiency of electrical energy. For it will be done prediction electrical load short term for the 3 types of days, weekdays, weekends and national holidays by the method of Artificial Neural Network (ANN) algorithm using feedforward backpropagation, and the data used is real data throughout 2013 and 2014. The software for designing programs to use is Matlab from Mathwork Corps. Based on test results obtained average value error for all three types of day best is 2.89% and the forecasting from PLN gained 8.84% on the type of national holidays, so we get electrical energy efficiency on a national holiday the average 6% in each hour.
Co-Authors Abrar Ismardi Ade Gafar Abdullah Adi, Yeremia Kristianto Aditya Pratama Rusdiyono Adrian Muhammad Irwansyah Ahmad Qurthobi Ahmad Qurtobi Ahmad Rizal D. Akhmad Hambali Amaliyah Rohsari Indah Utami Andhika Pratama Andre Farlianto Annisa Nabilah Kalzoum Antita Kusuma Putri Aprilianto, Khoirul Tri Ardisurya Ardisurya Arika Primayosa Asep Suhendi Atika Rizkiyatul Faizah Bahtiar Yoga Prasetyo Bayu Setiawan Bella Pratiwi Benny Sarihot Tua Silalahi Chaidir Azwin Dani Gustaman Syarif Daulat Kliston Simatupang Dede Wega Ningsih Devi Silfia Istiqomah Dodi Herman Dyan Franco Sinulingga Eddy Ariffin Edric Sunfresly Zalukhu Eka Vonia Nurcahyani Elsa Krisdiana Elza Anggia Putri Endang Rosdiana Erik Deardo Purba Ery Djunaedy Fahad Hermawan Widodo Faiz Auliya Ramadhan Fajri Amenda Putra Faris Akhmad Diawan Fasha, Muhammad Aderaka Febriansah Setiawan Geraldo Cakrawala Herman Ghani Gumilang Heliadi Hafidah, Fiolyta Hertiana Bethaningtyas I Putu Arya Suarsana Ian Hariananda Ihsan Adhi Nugroho Ihsan Saputro Indah Utami, Amaliyah Rohsari Indra Wahyudin Fathonah Ismudiati Puri Handayani Joko Suryo Sumbodo Kartika Dian Kurniasari Koko Friansa M An Naas M S Mahesa Agni Mega Anita Sari Mochamad Firman Muzaqi Alhaq Moh Riswandha Imawan Muhammad Alfi Sazali Muhammad Aslam Muhammad Farhan Nur Islam Muhammad Ilham Kurniawan Muhammad Manarul Huda Muhammad Yusuf Darmawan Musfar, Syafrialdi Musrinah Musrinah Nanda Salsabila Nadhifa Nirwana Prasetia Sipayung Novian Lisdi Wahyoto Novika Fithrah Ulfa Nugroho Wisnu Murti Nur Hidayat Syamsul Nur Putrialita Nurwulan Fitriyanti Oki Maulana Rosadi Paramitha Octavia Porman Pangaribuan Pristian Firzatama Putri, Monica Tri Buana R. Biantoro Kusumo Setiawan Raafi Nindyo Haswoto Raden Rizki Mulia Putra Radian Maulana Muhamad Rahmat Awaludin Salam Ramadani Dwisatya Ramadani Dwisatya Reza Ayu Febriana Reza Fauzi Iskandar Rifqi Firdaus Roma Danil Royhan Ardhi Bachtiar Rozan Widhi Jatnika Rubensio Arigeni Sampoerna Romadhona Satria Pambudi Shelvy Adila El Safura Siti Nurdianti Sholihat Sucika Nandiati Sugianto Sugianto Susetyo Agung Prabowo Suwandi Suwandi Syamhudi, Moch. Ahkas Rezky T. Nuzul Akbar Tagrid Ruwaida Tantri Apriyaningrum Tesla Pinantun Hamonangan Tri Ayodha Ajiwiguna umi nihayah Valentisa Zulviana Vebby Tjahyono Wenny Harifadillah. A Wildan Fauzan Wisnu Abdiguna Surahman Murti Yan Dewa Prabawa Yan Khairul Akbar Yandi Firdaus Yasir Rizki Yeremia Kristianto Adi Yohana Tisca Tiurma Limbong Zulhendri Zulhendri