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All Journal International Journal of Electrical and Computer Engineering ELKHA : Jurnal Teknik Elektro Bulletin of Electrical Engineering and Informatics RELE: Rekayasa Elektrikal dan Energi Jurnal Teknik Elektro Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System Jurnal Pro Hukum : Jurnal Penelitian Bidang Hukum Universitas Gresik MEANS (Media Informasi Analisa dan Sistem) Jurnal Abdimas Ilmiah Citra Bakti (JAICB) Jurnal Sosial dan Teknologi Mejuajua Journal of Renewable Energy, Electrical, and Computer Engineering Jurnal Al Ulum: LPPM Universitas Al Washliyah Medan Blantika : Multidisciplinary Journal Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering) The International Journal of Medical Science and Health Research Impression : Jurnal Teknologi dan Informasi
Irwanto, Muhammad
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ANALYSIS OF FORECAST OF RENEWABLE ENERGY DEVELOPMENT IN NORTH SUMATRA USING ANFIS Nugraha, Yoga Tri; Simanjuntak, Puan Maharani; Irwanto, Muhammad; Rida, Rizkha; Othman, M.A.
Jurnal Media Elektro Vol 13 No 1 (2024): April 2024
Publisher : Universitas Nusa Cendana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35508/jme.v13i1.15310

Abstract

The transition towards renewable energy sources is critical for sustainable development, particularly in regions like North Sumatra, Indonesia, where energy demand is increasing rapidly. This research presents an analysis of the forecast of renewable energy development in North Sumatra using the ANFIS. The analysis begins with data collection and preprocessing, incorporating historical data on energy consumption, renewable energy installations, population growth, economic indicators, and environmental factors. ANFIS models are then developed and optimized to capture the complex relationships between these variables and forecast renewable energy trends accurately. Model validation and performance evaluation techniques ensure the reliability of the forecasted outcomes. The results of the calculations conducted using the ANFIS method obtained an error value of 0,000201092% and has a Forecast of Renewable Energy Development in North Sumatra in 2028 of 160.44 MW.
Co-Authors Adam Pangestu angin, Despaleri Perangin- Ar Rasyid, Arya Bago, Sri Intan Baharudin, Nor Hanisah Balatif, Muhammad Iqbal Dina Maizana Erniati Panjaitan, Christin Evalina, Noorly Fahmi, Muhammad Ikhwan Ginting, R T Habib Satria Hermansyah Indra Roza Indri Dayana Ismail, Baharuddin Istiningtyas, Kartika Juliangga, Reza Jusoh, Muzzammil karo, Muhammad Azlin Karo- Karo-Karo, Muhamad Azlin Khoirunnida Laia, Yulianus Maha, Deny Hasminta Sembiring Mahdi Syukri Md Arshad, Syahrun Nizam Moranain Mungkin Muhammad Fadlan Siregar Nainggolan, Winner Parluhutan Nisja, Indra Novalianda, Sari Othman, M.A. Othman, Mohd Azlishah Othman, Mohd. Azlishah Panangian Mahadi Sihombing Panjaitan, Christin Erniati Pasaribu, Faisal Irsan Perangin-angin, Despaleri Ramadhan, Fakhri Rida, Rizkha Sembiring Maha, Denny Hasminta Simanjuntak, Puan Maharani Sumita Wardani Timoteus Gultom, Togar Togar Timoteus Gultom Winda Sari, Vina Yoga Tri Nugraha Zakaria, Zulkarnay Zebua, Tenuman