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Journal : Jurnal Pendidikan Teknologi dan Kejuruan

SHORT TERM FORECASTING BEBAN LISTRIK MENGGUNAKAN ARTIFICIAL NEURAL NETWORK Muhdalifah Muhtar; Novie Ayub Windarko; Setiawardhana; Kadek Reda Setiawan Suda
Jurnal Pendidikan Teknologi dan Kejuruan Vol. 20 No. 1 (2023): Edisi Januari 2023
Publisher : Universitas Pendidikan Ganesha

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Abstract

In Masamba City, the use of electrical energy is influenced by the welfare of the population. The higher the level of welfare of the population, the greater the use of electricity. So, power plants must be ready to supply electricity load demand when experiencing sudden fluctuations in electricity demand. One way that needs to be done to deal with this is structured planning and forecasting. This study aims to analyze the results of the error value of the ability to forecast electrical loads using the Artificial Neural Network method. In this study, the method used is a quantitative approach where data collection is done by literature study, observation, and direct interviews at the UP3 Palopo office. The Artificial Neural Network (ANN) method is programmed using MATLAB software. Where forecasting using ANN obtained the smallest error value of 0.83% with an estimated power generated by ANN of 35,991 MVA on day 2 and for the largest error value on day 7 with an error value of 8.33% with estimated power generated by ANN of 36.0836 MVA.
Co-Authors - Sutedjo Abdul Rizal Abdul Rizal, Abdul ACHMAD AFANDI Agus Indra Gunawan Ahmad Firyal Adila Akhmad Puryanto Aldi Erzanuari Aldi Erzanuari, Aldi Alvin Noer Ramadhan Alwi Daffa` Rosydi Anang Tjahjono, Anang Ardhia Wishnuprakasa Arief Rahmadani Ashary, Wima Audya Elisa Rheinanda Bambang Sumantri Bambang Sumantri Bambang Sumantri Bima Dwi Priya Setiawan Diah Septi Yanaratri Dicky Satria Nanda Lestyanto Dimas Nur Prakoso Dimas Okky Anggriawan Eka Prasetyono, Eka Endro Wahjono Epyk Sunarno Era Purwanto Evi Nafiatus Sholikhah Fahmi Ahyar Izzaqi Faizulddin Ebrahimi Ferdiansyah, Indra Firmansyah Nur Budiman, Firmansyah Nur Fuad, Muchamad Chaninul Gede Patrianaya Margayasa Wirsuyana GIGIH HERNAIN NANDA ALDIANTAMA Habibi Mushthofa Husnu Zain Habibi, Muhammad Nizar HANIF HASYIER FAKHRUDDIN Hasnira Hasnira Hazlie Mokhlis Irianto Irianto Jati, Mentari Putri Kadek Reda Setiawan Suda Kuswadi, Son Loegimin, Maruto Swatara Lucky Pradigta Setiya Raharja Lucky Pradigta Setiya Raharja Luluk Badriyah Mas Sulung Wisnu Jati Miftahul Arrijal Mochamad Ari Bagus Nugroho Mochamad Ari Bagus Nugroho MOCHAMAD ARI BAGUS NUGROHO Mochammad Ari Bagus Nugroho Moh Rifqi Faqih Moh. Faisal Amir Moh. Faisal Amir Moh. Zaenal Efendi Mohammad Imron Dwi Prasetyo Mohammad Imron Dwi Prasetyo Mohammad Zaenal Efendi Muchamad Chaninul Fuad Muhammad Abdul Haq Muhammad Farizky Alvianandy Muhammad Khanif Khafidli Muhammad Prihadi Eko Wahyudi Muhammad Wildan Alim Muhdalifah Muhtar Naafilah Widya Mulya NUGROHO, MOCHAMAD ARI BAGUS Ony Armanto Ony Asrarul Q. Puspita Ningrum Q., Ony Asrarul Qoriatul Fitriyah Qudsi, Ony Asrarul Rachma Prilian Eviningsih Ragil Wigas Wicaksana Renny Rakhmawati, Safira Nur Hanifah, Renny Rakhmawati, Rizal Nurdiansyah Rizqy Abdurrahman Rizqy Abdurrahman S Aisyah Setiawardhana Suhariningsih Suhariningsih Suryono . Suryono Suryono Suryono Suryono sutedjo Sutedjo Syechu Dwitya Nugraha Wicaksana, Ragil Wigas Wima Ashary Wirsuyana, Gede Patrianaya Margayasa Wishnuprakasa, Ardhia Zainal Arief Zainal Arief