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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) Rekayasa Mesin Jurnal Media Elektro : Journal of Electrical Power, Informatics, Telecommunication, Electronics, Computer and Control System Vocatech : Vocational Education and Technology Journal TIN: TERAPAN INFORMATIKA NUSANTARA Jurnal Pengabdian kepada Masyarakat juremi: jurnal riset ekonomi Golden Ratio of Mapping Idea and Literature Format Jurnal Derma Pengabdian Dosen Perguruan Tinggi (Jurnal DEPUTI) Journal of Innovation Research and Knowledge Jurnal Pengabdian Mandiri Elektriese: Jurnal Sains dan Teknologi Elektro Journal of Science Technology (JoSTec) International Journal of Economics (IJEC) Jurnal Manajemen Rekayasa dan Inovasi Bisnis IRA Jurnal Pengabdian Kepada Masyarakat Journal of Telecommunication and Electrical Scientific Impression : Jurnal Teknologi dan Informasi
Rizkha Rida
Teknik Industri, Fakultas Teknik, Universitas Al-Azhar
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary 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 Ade Irawan Adinda Juwita Nasution Ari Sahputra Asmara Sari Nasution Barus, Muhammad Nazrul Azhari Catra Indra Cahyadi Desi Ardilla Donni Syahrial Fadli, Rizki Fahri , Tengku Muhammad Fitri Khoriah Harahap Fitri, Li Idi’il Harahap, Fitri Khoriah Indra Gunawan Indra Gunawan Indra Lesmana Indra Roza Iqbal Habibi Irawan, Lutfi Irwanto, Muhammad Jonperson Tamba Jufrizal Jufrizal Li Idiil Fitri Margi Subahagia Margie Subahagia Ningsih Margie Subahagia Ningsih Margie Subahagia Ningsih Margie Subahagia Ningsih Masdania Zuhrira Sr Masdania Zurairah Mawardi Muhammad Angga Pradana Muhammad Dwi Adi Putra Muhammad Fikri Zaelani Siregar Muhammad Fiza Lubis Muhammad Irwanto Muhammad Nazrul Azhari Barus muhammad rizky, muhammad Muhammad Said Muzammil Bin Jusoh Nabila Yudisha Ningsih, Margie Subahagia Nurdiana Othman, M.A. Othman, Mohd. Azlishah Pramono Putra, Muhammad Dwi Adi Ragel Maulana Rahmad Rezah Rahmad Rezeki Refiza Refiza Refiza Refiza Refiza, Refiza Riana Puspita Rifka Amalia Rizal Abdul Khoir Rony, Zahara Tussoleha Sari Novalianda Sholeha, Dewi Sikumbang, Raja Irhas Simanjuntak, Puan Maharani Simanullang, Sanco Siregar, Masdania Zurairah Siregar, Muhammad Fikri Zaelani Siregar, Zufri Hasrudy Suci Ayu Lestari Suherman . Sumando Sinaga Syahputra, Fajar Syahru Romadhon Yoga Tri Nugraha Zaharuddin Zaharuddin