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Endang Sri Wahyuningsih, Endang Sri
Fakultas Ekonomika Dan Bisnis, Universitas Wijayakusuma Purwokerto, Indonesia
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Journal : Journal of Embedded Systems, Security and Intelligent Systems

 1 
Applying Artificial Intelligence Algorithms for Optimalizing The Electricity Distribution Network Susatyo Adhi Pramono; Endang Sri Wahyuningsih; Basuki; Isra’ Nuur Darmawan; Muhammad Edwin Rachmanudin
Journal of Embedded Systems, Security and Intelligent Systems Vol 5, No 3 (2024): November 2024
Publisher : Program Studi Teknik Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/jessi.v5i3.4299

Abstract

Abstract: This research aims to apply artificial intelligence (AI) algorithms to optimize the electricity distribution network, focusing on improving efficiency, responsiveness, and integration of renewable energy. Deep learning and reinforcement learning algorithms are used to learn energy load patterns and adjust distribution in real-time. Through simulation of the electricity distribution network, this research found a 15% increase in energy efficiency, a reduction in response time by 85%, a 10% increase in maximum load capacity, and a 25% increase in the use of renewable energy. Additionally, operational costs of the network decreased by 12% due to automation generated by AI. The innovation of this research lies in the efficient integration of renewable energy sources and load management through more accurate prediction. The research results show that applying AI in the electricity distribution network can provide an effective and sustainable solution to reduce power loss and operational costs, as well as support the use of renewable energy. Therefore, this research contributes to the development of a smarter and more environmentally friendly electricity distribution system.
Co-Authors Achmad Noerkhaerin Putra Adhitya Andhi Johan Zusana Ari Astuti Arifah, Auliya Arinastuti Arinastuti Arjang, Arjang Astuty, Vinnaria Bambang Susilo Basuki Budiati Laksmitasari Dadi Tri Awan Selalatu Dasep Supriatna Daulay, Rebekka desi kristanti, desi Dian Safitri Koesoemasari Didit Hadayanti Dwi Oktavia edi sumantri Edvina Eka Hendrayani Elysa Putri Anggraeni Fadila, Nadia Fahturrohman, Wahyu Alif Fakhrazi, Ricky Feliks Anggia Binsar Kristian Panjaitan Handayani, Dwi Oktavia T L Harini, Melinda harsuti Harsuti, Harsuti Hatidja, St. Henderiawati, Retno Hendra Hendra Hendy Tannady Hening Riyadiningsih Heri Setiawan Heri Setiawan Heru Bayuaji Sanggoro Heru Bayuaji Sanggoro I Ketut Suada Ira Mistivani Irawan Dharma Sukowati Irfan, Ahmad Isnaeni Rokhayati Isra' Nuur Darmawan Iwan Ariawan Iwan Rustendi Jefri Putri Nugraha Jusril, Hafizah Kartika, Rosalia Anindia Sari kencana, heris Koesoemasari, Dian S. P. Koesoemasari, Dian S.P Leo, Felix Lestari, Herwiek Diyah M J, Ni Luh Made Malik, Safarina G Minadi Wijaya Moh. Gifari Sono Morgan, Juliette Muhammad Edwin Rachmanudin Mulianih Muntahanah, Siti Myint, Khin Saw Aye N Farid, Muhammad Nelfidayani Novanda Nur Huda Noviyanti, Rintis Ockta, Prisca P Edi Sumantri P Edi Sumantri Pandu Riono Priyono Yulianto Pronyk, Paul M Purwanti, Anggun Ajeng Dwi Putra, Gilang Rama Rachmadi Indrapraja Rachmanudin, Muhammad Edwin Rahmadani, Yulia Rozanti, Reni Sagala, Dina Marlina Sanggor, Heru Bayuaji Sari, Dian Puji Puspita Setiady, Dicky siti rodiah Sofyan Anang Kurniawan Sri Sundari Sulistyo Budi Utomo Sunarjo, Peggy Sunarso, Budi Sundari, Sri Surveyandini, Mayla Suryanti, Jasi Susanto Susanto Susatyo Adhi Pramono, Susatyo Adhi Suzana, Andhi Johan Tahir, Muh. Sofwwan Tantri, Julieta Tri Agus Setianingsih Trianty, Leily Udhayakumar, Venkatachalam Venkateswaran, Kodumudi Venkateswaran, Neeraja Vivid Violin Wahyuni, Sri Puji Wahyuningsih, Wiji Wardhani, Rizky Kusuma Wati, Novita Suprapto Widjajalaksmi Kusumaningsih, Widjajalaksmi Widyah Setiyowati Widyastuti Widyastuti William A. Hawley Windarti Setiani WITA WIDYANDINI Yohana Nursruwening, Yohana Yudhaputri, Frilasita A. Yuliandra, Rofi Yunus, Ahmad