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Susatyo Adhi Pramono, Susatyo Adhi
Program Studi Teknik Sipil, Fakultas Teknik, Universitas Wijayakusuma Purwokerto
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Journal : Journal of Embedded Systems, Security and Intelligent Systems

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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 Abdul Wahab Abdurohim Abdurohim Abroza, Ahmad Abu Muna Almaududi Ausat Adam Latuconsina Agry Alfiah Agus Purwanto Agustin, Niyar Candra Ahmad Hariyadi Almaududi Ausat, Abu Muna Anik Lestariningrum Annisa Risqi Sulistya Kusuma Wardhani Anta Rini Utami Arfah, Muh. Arief, Ilham Arif Ismunandar Aristanto, Aristanto Asep Suryanto Asroful Abidin Atrup Atrup Ausat, Abu Muna Almaududi Azzaakiyyah, Hizbul Khootimah Bambang Ismaya Bambang Purwoko Kusumo Bintoro Basuki Basuki , BASUKI BASUKI Basuki Wisnu Bayu Purbha Sakti Bayuaji Sanggoro , Heru Cakranegara, Pandu Adi Chrisna Pudyawardhana Dadang Muhammad Hasyim Dadi Tri Awan Selalatu Dede Haryanto Dewa, Dominica Maria Ratna Tungga Dewantara, Rizki Dianta Mustofa Kamal Diawati, Prety Didit Darmawan Dina Fahma Sari, Dina Fahma Dina Mayadiana Suwarma Dody Wahjudi Dwi Surti Junida EKO SUDARYANTO Encil Puspitoningrum, Encil Endang Sri Wahyuningsih, Endang Sri Ery Sugito Februati, Bernadin Maria Noenoek Firman Aziz Firstianty Wahyuhening Fibriany Fitria Khasanah Fitriah Suryani Jamin Flora Grace Putrianti Frans Sudirjo Gamar Al Haddar Hafid, Hendra Hamzah Al Imran Hanifah Nurul Muthmainah Harjanti, Trinugi Wira Harni Eirene Tarru Hasan, Nonce Hendra Hafid Hendy Tannady Heni Novita Sari Herry Rachmat Widjaja Heru Bayuaji Sanggoro Heru Bayuaji Sanggoro Heru Bayuaji Sanggoro Hery Purnomo I Gede Iwan Sudipa Ichsan Ichsan Ichsan Ichsan Imam Jayanto Immamah, Eka Irawan Dharma Sukowati Irwan Moridu Isra' Nuur Darmawan Iwan Henri Kusnadi Iwan Rustendi Jenuri Johanes Bonivasius Muda Judijanto, Loso Junianto, Pilifus Kadeni Kadeni, Kadeni Kamaruddin, Ilham Khamaludin, Khamaludin Kholistianingsih Kholistianingsih Kholistianingsih Kraugusteeliana Kraugusteeliana Kusnadi, Iwan Henri La Ode Maksar Muhuruna Lestari, Nana Citrawati Luckhy Natalia Anastasye Lotte Mahrani, Sri Wiyati Mamadiyarov, Zokir Medina Almunawwaroh Mia Aina Mohzana Muh. Hanif Muhammad Ade Kurnia Harahap Muhammad Arsyad Muhammad Edwin Rachmanudin Muhammad Reza Aulia Muhammad Ridhwan Muhammad Zakaria Munir Tubagus Mustar Rusli Nana Hermana, Asep Nofirman, N Noor Fatah, Akbar Nuralfin Anripa Nurdiani, Tanti Widia Nuur Darmawan, Isra' Oh Zi Jian Parandy, La Mema Perwitasari, Erni Pratiwi Petrus Jacob Pattiasina Pilifus Junianto Prabu, Hamonangan Kinantan Priyono Yulianto Priyono Yulianto, Priyono Purnama, Dody Wahyudi Purwaningrum, Shintawati Dyah Puspitasari, Tuti Rachmanudin, Muhammad Edwin Rachmawati, Dita Ratna Nurdiana Ratna Tungga Dewa, Dominica Maria Regina Yoantika Natalie Relly Anjar Vinata Wisnu Saputra Reni Oktaviani Tarru Restu Auliani Restu Suwondo, Juwita Purnami Revi Sesario Ridlo, M. Ainur Riesna Apramilda Riny Jefri, Riny Riyanti, Anti Riyanti, Apriani Robbi Rahim Rony, Zahara Tussoleha Rusli Yusuf Rusmardiana, Ana Safari, Apay Sanggor, Heru Bayuaji Sapinah, Sapinah Saputra, Nanda Shofwani, Siti Aniqoh Sidjabat, Sonya Sigit Somadiyono, Sigit Siminto Siminto Siminto Siminto Siminto, Siminto Slamet Riyadi Solihati, Garin Pratiwi Suhartono Suherlan Suherlan Suherlan, Suherlan Sukini Suparni, Sri Surjati, Endang Suryani Jamin, Fitriah Suryati Suryati Susianto, Tri Endar SUTRISNO Sutrisno, Sutrisno Syafrullah, Haidir Syamsuri Syamsuri Syamsuri Tarru, Harni Eirene Tarru, Reni Oktaviani Tirta Mulyadi Tjutjun Setiawan Tobias Duha Tyahya Whisnu Hendratni Unggul Sagena Wanof, M. Indre Wibowo, Gentur Wahyu Nyipto Widiantoro, Didik Yogi Rahman Nugraha Yohanes Wahyu Dwi Yudono Yuliana Yuliana  Heru Bayuaji Sanggoro