Article Per Year (5 Year)
p-Index From 2020 - 2025
12.158
P-Index
This Author published in this journals
All Journal Tekno - Pedagogi : Jurnal Teknologi Pendidikan Jurnal Kebijakan Publik Journal of Tropical Soils Jurnal Kreatif Tadulako Online Agrifor : Jurnal Ilmu Pertanian dan Kehutanan Biotik Jurnal Litbang Industri Agro Ekonomi PROtek : Jurnal Ilmiah Teknik Elektro Teras Jurnal Jurnal Ilmiah FIFO Jurnal Ilmiah Universitas Batanghari Jambi JURNAL PENDIDIKAN DASAR PERKHASA Nuansa Journal of Arts and Design Syntax Literate: Jurnal Ilmiah Indonesia Jurnal PAJAR (Pendidikan dan Pengajaran) Jurnal Riset Bisnis dan Manajemen Tirtayasa Jurnal ULTIMA Accounting Wacana: Jurnal Ilmiah Ilmu Komunikasi JURNAL PENDIDIKAN TAMBUSAI International Journal of Supply Chain Management JURNAL GLOBAL EDUKASI Edumaspul: Jurnal Pendidikan Murobbi: Jurnal Ilmu Pendidikan Agroekoteknologi Tropika Lembab Moderat ULIN: Jurnal Hutan Tropis Jurnal Teknologi Elekterika Journal of Welding Technology Abdimas Galuh : Jurnal Pengabdian Kepada Masyarakat Jurnal Sains Komputer dan Teknologi Informasi Jurnal Ilmiah Kesehatan Iqra Siyasatuna Jurnal Ilmiyah Mahasiswa Siyasah Syariyyah Jurnal JEETech NERACA : JURNAL AKUNTANSI TERAPAN Journal of System and Computer Engineering INVEST : Jurnal Inovasi Bisnis dan Akuntansi Jurnal Math-UMB.EDU Journal of Midwifery Care Nekton MATAAZIR (Jurnal Administrasi dan Manajemen Pendidikan) Global Abdimas: Jurnal Pengabdian Masyarakat Shautuna: Jurnal Ilmiah Mahasiswa Perbandingan Mazhab El-Jughrafiyah : Jurnal Geografi dan Terapannya Indonesian Journal of Educational Development (IJED) Jurnal Al Tasyri'iyyah Jurnal Ilmiah Metansi (Manajemen dan Akuntansi) Journal Of Human And Education (JAHE) Al-Khidmah Jurnal Pengabdian Masyarakat TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Journal Islamic Economics Ad Diwan Seminar Nasional Pengabdian Kepada Masyarakat Jurnal Teknologi Terapan and Sains 4.0 Qaumiyyah: Jurnal Hukum Tata Negara International Journal of Law Society Services Abdi Cendekia: Jurnal Pengabdian Masyarakat Journal of Artificial Intelligence and Digital Business Educativo: Jurnal Pendidikan International Journal of Contemporary Studies in Education IPTEK: Jurnal Hasil Pengabdian kepada Masyarakat Jurnal Ilmiah Mahasiswa Arsitektur dan Perencanaan Journal Pharmacy and Application of Computer Sciences Indonesian Journal of Innovation Multidisipliner Research PPSDP International Journal of Education Indonesian Educational Administration and Leadership Journal (IDEAL) The Eastasouth Journal of Information System and Computer Science GEMBIRA (Pengabdian Kepada Masyarakat) VISA: Journal of Vision and Ideas JUPEMA Jurnal Malikussaleh Mengabdi AGROTEKBIS: Jurnal Ilmu Pertanian Al-Idaroh AGROLAND: The Agricultural Sciences Journal JIPITI: Jurnal Pengabdian kepada Masyarakat Jurnal Pengabdian Masyarakat Mentari International Journal of Education, Culture, and Society FIKROTUNA: Jurnal Pendidikan dan Manajemen Islam Vocational: Journal of Educational Technology Journal Management of Sport Indonesian Journal of Innovation Multidisipliner Research Joong-Ki SAWEU: Jurnal Pengabdian Kepada Masyarakat SAWEU: Jurnal Pengabdian Kepada Masyarakat Jurnal Tarbiyatuna
Sofyan Sofyan
Balai Riset dan Standardisasi Industri Padang
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry 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 Transportation Veterinary Other

Published : 117 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : PROtek : Jurnal Ilmiah Teknik Elektro

 1 
Grey Wolf Optimizer-Neural Network Model for Indonesia Electricity Demand Prediction: Multi-Scenario Analysis and Performance Evaluation 2026-2034 Sofyan, Sofyan; Usman, Usman; Achmad, Alamsyah; Hadi Sirad, Mochammad Apriyadi; Fudholi, Ahmad; Sapari, Norazliani MD
PROtek : Jurnal Ilmiah Teknik Elektro Vol 12, No 3 (2025): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v12i3.10398

Abstract

Indonesia's rapid economic development and energy transition goals necessitate accurate long-term electricity demand forecasting to ensure supply security while optimizing infrastructure investments. This study addresses critical gaps in existing forecasting methodologies by developing a hybrid Grey Wolf Optimizer-Neural Network (GWO-NN) model specifically designed for emerging economy characteristics. While recent deep learning approaches (LSTM, CNN-LSTM) show promise for short-term forecasting, they often fail in long-term predictions due to limited adaptability to economic volatility and infrastructure constraints typical in developing nations. Our GWO-NN framework overcomes these limitations through intelligent hyperparameter optimization and multi-scenario modeling that captures Indonesia's unique socio-economic dynamics. The model incorporates 15 years of historical data (2010-2025) across seven key variables: GDP growth, population dynamics, temperature variations, industrial activity, urbanization rates, energy efficiency, and electrification progress. Rigorous validation against PLN's official projections reveals superior performance: Conservative scenario achieves exceptional 3.9% average absolute difference, Moderate scenario 19.0%, demonstrating significant improvement over traditional ARIMA models (35% error) and recent CNN-LSTM approaches (25% error). The 2034 demand projections range from 377.0 TWh (Conservative) to 546.1 TWh (Optimistic), providing policymakers with robust planning envelopes. This research contributes methodologically through hybrid metaheuristic optimization and practically through evidence-based planning support for Indonesia's renewable energy transition and carbon neutrality targets by 2060.
Penentuan Keandalan Sistem Distribusi 20 KV Penyulang Malili dengan Metode Section Technique dan FMEA Usman, Usman; Indra, Indra; Thahir, Muhammad; Sofyan, Sofyan; Idris, Ahmad Rosyid; Thaha, Sarma
PROtek : Jurnal Ilmiah Teknik Elektro Vol 9, No 2 (2022): Protek : Jurnal Ilmiah Teknik Elektro
Publisher : Program Studi Teknik Elektro Universitas Khairun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/protk.v9i2.4985

Abstract

This paper discusses the determination of the reliability index of the power distribution system. The reliability of the power distribution system is strongly influenced by the duration and frequency of the disturbance, causing customers not to receive electrical energy. This reliability is measured by indices called SAIFI, SAIDI, and CAIDI. The method used to calculate the failure rate required to determine the reliability indexes are the section technique and Failure Mode Effect Analysis (FMEA). The results obtained using the FMEA method are better results. Compared to PLN's SAIFI and SAIDI standards, the Malili feeder is still quite reliable, because its value is smaller than the PLN standard. However, when compared to the IEEE standard, this Malili feeder is not categorized as reliable because the SAIFI value obtained is still higher. While for SAIDI the value is still below the IEEE standard. To improve the reliability index of this feeder, it is necessary to add a protection component to localize the fault.
Co-Authors A Hadi Arifin Abdi Wijaya, Abdi Abdul Rahman Abdul Rosyid Abdul Wahab Achmad, Alamsyah Adibrata, Sudirman Adoma, Prince Owusu Adriyansyah, Nico Agung Febrianto, Agung Agung Nugroho Agus Widyantoro Ahamad Rizal Sultan Ahmad Afiif, Ahmad Ahmad Fudholi Ahmad Humam Hamid Ahmad Nayan Ahmad Rosyid ahmad yani Akbar, Arham Hafidh Akhmad Habibi Akhmad Habibi, Akhmad Akhmad, Satriani Said Akhyari, Azki Al Haditzy, Ihzurt Aldia, Dia Alfit, Muh Ali Sadikin Ali, Raden Alimron, Alimron aljufri aljufri, aljufri Alqodri, Muhammad Faris Alvianingsih, Salma Amin, Syahril Amirul Mukminin Amrial, Amrial An-Nizha, Nurul Andi Sahri Alam Andre Mustofa Meihan Angelia, Fera Anggita, Tiara Angriyani, Silma Animah Animah Anizar Anizar Annisa, Syarifa Anugrah, Abdi Apri Junaidi, Apri Aprillitzavivayarti, Aprillitzavivayarti AR, Marzuki Arif Firmanyah Aris Triwiyatno Arman Maiwa Arni, Sitti Asia, Siti Nur asri, andarini Aulia, Zuriatul Auri, Christina Tyas Justipava Awaludin , Dipa Teruna Bachtiar , Muhammad Imran Bachtiar, Muh. Imran Baids, Fajrin Bakar, Bakar Bashir, Ashadi Baso Akib Bau Toknok Bayu Prasetyo, Bayu Boby Syefrinando Boymau, Inyel Suhadertia Budi Setiawan Catherine, Yustiana Citra Ayu, Citra Citra Rosalyn Anwar Connery B, Irene Jane Danola Padang, Astri Daulay, Hermalina David Sarana Deassy Siska Dedi Dedi Dedy Afrizal Denny Denmar Dewi Tamara Dewi, Leolita Clara Puspita Dhiaul, Asyraf Dila Erlianti Dimas Agung Saputra Dyah Erti Idawati, Dyah Erti Eddy Haryanto Efendi, Muhammad Ichsan Eko Kuntarto Ervan, Ervan Erviana, Evi Evitulistiono, Rizki Failisnur, Failisnur Faiz Muqorrir Kaaffah Fajar Sidik Fasmadhy Satiadharmanto, Deddi fatimah Fatimah Febrianto Febrianto, Febrianto Ferizal, Jemi Firman Aziz Firman Firman Firmansah, Firmansah Fitiati, Andi Fitriana, Afriani Fridiyanto, Fridiyanto Fuad, Zakiul Ginting, Ledy Mahara Giyai, Nomensen Gunawan, Muhammad Safaat Gunawan, Robi Hadi Sirad, Mochammad Apriyadi Hafizah, Adisti Hamka Hamka, Hamka Hamzah, Muhammad Aqmal Muslimin Hansein Arif Wijaya Hartini, Dewi Sri Hary Soedarto Harjono Haryanto , Eddy Hasibuan, Indiriyani Haykal, Muhammad Hendra Pribadi Hendra Raza Hendra, Robi Hendri Hendri Herdiansah, Arief Heritawati, Ayunia Herman Fithra Hidaya, Fathul Hijeriah, E Maznah Hulu, Amati Eltriman Idrus, Muhammad Izzdin Ikhsan Darmawan Ilham Ilham Indra Indra Indra Mawardi Indrayani, Lilis Irwan Irwan Iskandar, Imran Ismail Ismail Istiqamah, Nurul Istiqomah, Heni Jamaludin . Juanda Juanda Judijanto, Loso Kartika Megawati Khaidil, Khaidil Khairullah, Khairullah Khairunnisa, Fitri Khurota'ayun, Khusna Komarullah, Umam Krismo, Alan La Wungo, Supriyadi Ladiva, Ladiva Lareke, Amir A Lari Andres Sanjaya Latif, Adam Latif, Muh. Ardiansyah Leni Maulinda, Leni Leppang, Irmawati Lestari , Agus Lestari, Agus Lisa, R Litna Nurjannah Ginting Lolita, Ristiani Lubis, Hendarman Lukman Hakim Lukman, Musfirah Putri M. Kurniawan, M. Mahdianto, Mahdianto Maizuar Maizuar Malik, Rahmalia Mamlukah , Mamlukah Mardewi, Mardewi Maulana, Eka Mawa, Daefitul Mayatopani, Hendra Megawati, Merti Meriatna Meriatna MILASARI, LISA ASTRIA Mirzania, Ira Misrah Misrah Muh. Rapi Muhammad Adam, Muhammad Muhammad Ikhwan Mardin MUHAMMAD MAHATIR Muhammad Nuzan Rizki Muhammad Safri, Muhammad Muhammad Sofwan Muhammad Syaifullah, Muhammad Muhammad Thahir Muhammad Yusuf Muhtadin Muhtadin Mujahidah, Nurul Mukhlis Mukhlis Mukhlish Hidayat Muliansyah, Dadah Mulya A, Muh Alyan Muslem Muslem, Muslem Mustanir, Ahmad Naim, Kurniawati Nasrun Nasrun Nasution, Fahrizal Nathania, F Nita, Nur Noor Fuad, M Nur Asia, Siti Nur Azizah Nurdiansyah, Muh. Nureni, Nureni Nurhidayah, Rika Nurmalita Nurmalita Nurrachmah, Elly Ode, Wahyuni L. Parulian, Pahala Pasaribu, Munawir Patmisari, Patmisari Pratama, Robin Priyadi, Catur Priyadi, Catur Puspita, Veny Puteh, Anwar Putra M, Hilton Tarnama Putra, Reza Putra, Riqky Ananda Qamal Qamal Rahman, KA Rahmatullah, Andi Muhammad Ridha Rahmawati, Nur Fitri Rahmi, Ulfa Rayandra Ashyar Reza Muttaqin, Reza Muttaqin Rizky, Sarvina Fitri Robi Soma Roeslan, Akhyar Rukmana, Siti Rusman, Ismaun Safira, Nadila Saiba, Derki Dibor Saleh, Husna Sandri, Sandri Sangka, Yuliana Sapari, Norazliani MD Sapriyadi, Wandi Saputra, Jumadil Sari, Dyan Prawita Sari, Helvi Mei Sari, Nur Intan Komala SAUDAGAR, FERDIAZ Sella Mawarni Serlly, Serlly Shafwan, Muhammad Shaliza, Fara Sirajuddin Sirajuddin Siregar, Nasyariah Siti Nandiroh Sitti Wetenriajeng Sidehabi Sodikin, Nur Solle, Muchtar Salam Sopialena . Sudirman, Feby Dehmi Sugesti, Nadzua Widya Sukarna, Ayuni Sukma, Melati Sulfianah Sulistiyo, Urip Suryadi, Andi Suryana, Edy Susanto, Agung Susianto Susianto SYAHRIAL SYAHRIAL Syatar, Abdul Syukur Umar Takahashi, Makoto Tangdibiri, Yakub Taufik, Muh Bambang Tersta, Friscilla Wulan Thaha, Sarma Tonapa, Jennis Towansiba, Esau Ulfa, Raudhatul Umar Muhammad Umar, Kusnadi Usman Usman Usman Usman Wahyu Adi Wardy Putra, Trisno Wesli Wesli Wibowo Heru Prasetiyo Widiati, Bibiana Rini Wilyanti, Liza Septa WINDA TRISNAWATI Wulandari, Bunga Ayu Yammes J. Batkunde Yani, Firda Tirta Yarkuran, Nuru Yesy Afrillia Yusuf, Nuraini Yuwarti, Harti Yuwarti, Harti Zahra, Puji Febrian Zikri, Irfan Zulkarnain Zulkarnain Zurweni Zurweni