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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) ELKHA : Jurnal Teknik Elektro CESS (Journal of Computer Engineering, System and Science) JOURNAL OF ELECTRICAL AND SYSTEM CONTROL ENGINEERING RELE: Rekayasa Elektrikal dan Energi Jurnal Teknik Elektro Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System Jusikom: Jurnal Sistem Informasi Ilmu Komputer Jurnal Pendidikan dan Konseling Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Jurnal Darma Agung Journal of Electrical Engineering and Computer (JEECOM) Journal of Islamic economy and Community Engagement Mejuajua JURNAL ILMU DAN TEKNOLOGI KESEHATAN TERPADU Journal of Renewable Energy, Electrical, and Computer Engineering Jurnal Sistem Informasi Triguna Dharma (JURSI TGD) Prosiding Seminar Nasional Teknik UISU (SEMNASTEK) Journal of Electronics, Telecommunication, Electrical, and Physics Science JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering) Journal of Telecommunication and Electrical Scientific
Yoga Tri Nugraha
Universitas Al-Azhar Medan
Religion Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Nursing Physics Public Health Social Sciences Other

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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 -, Evta Indra -, Ruben Abdul Azis H Achmad Ridwan, Achmad Adam Pangestu Adam, Muhammad Ahmad Arif Arif Milando Setiawan Arnawan Hasibuan Arnild Augina Mekarisce Baehaqi Baharuddin Ismail Baharudin, Nor Hanisah Catra Indra Cahyadi Dachi, Rinistin Delima Sitanggang, Delima Denny Hasminta Sembiring Maha Dina Maizana Eddy Warman Ega Trisna Rahayu Evalina, Noorly Evalina, Noorly FADHILLAH AZMI Franz Beckhen Bauer Simanjuntak Ginting, Riski Titian Ginting, Riski Titian Gultom, Immanuel Roni Habib Satria Hermansyah Hutasuhut, Syafrida Hanum Iman Faisal Dharmawan Indra Roza Indri Dayana Irwanto, Muhammad Jusoh, Muzzammil Karo-Karo, Muhamad Azlin Kelvin Ghabriel Kelvin Ghabriel Laia, Frengki Ditus Lidya Rahmani Laia M. Soleh Nasution Manalu, Harry Hendra Mardi Turnip, Mardi Md Arshad, Syahrun Nizam Moranain Mungkin Muchsin Harahap Muhammad Fadlan Siregar Muhammad Fitra Zambak Muhammad Irwanto Muhjam Kamza Nainggolan, Winner Parluhutan Nasution, Farsya Alfitri Nestovani, Eldora Christabel Ni'Mah, Heni Sholikhatun Ningsih, Margie Subahagia Nisja, Indra Novalianda, Sari Othman, M.A. Othman, Mohd Azlishah Othman, Mohd. Azlishah Panangian Mahadi Sihombing Pasaribu, Faisal Irsan Perangin-angin, Despaleri Ramadhan, Fakhri Rida, Rizkha Rizky Surya Andhayani Nasution Rony, Zahara Tussoleha Sari Novalianda Sayekti, Dania Tutra Eka Selis Selis SEMBIRING, RESEP Sholeha, Dewi Simanjuntak, Puan Maharani Sitompul, Daniel Ryan Hamonangan Situmorang, Andreas Sri Indah Rezkika Sri Liniarti Sri Ulina Sumita Wardani Suwarno - Syafruddin Hasan Syahrun Nizam Md Arshad Tania Artamevia Teguh Ramdani Teuku Kusnafizal Teuku Kusnafizal, Teuku Tigor Richardo Fery Dony Sitindaon Togar Timoteus Gultom Vicky Ade Efendi Winda Sari, Vina Zakaria, Zulkarnay Zulfikar Zulfikar