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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 Abbas, Dirvi Surya ABDURRAHIM Adang Hambali Afif Septian Ardiansyah Agung Samudra AHFANDI, ACHMAD Ahmad Chandra Aditiya Ahmad Fathoni Ihsan Ahmad Ilham Tanzil Alfiati Nurrokhmini Ali Hasbi Ramadani Alvian Dwi Jayanto Amirulloh, Muhammad Aldy Arif Irfa'i, Mohammad Arif Rahman Hakim ARIF RIYANTO Aulia, Triana Zuhrotun Aura Zahra Rizkillah Latif Badriyah ‘Izatul Isnaini bara, Brilliant Bemby Navita Cahyono, Aris Tri Dewi, Vininda Febri Rismana Dian Anisa Rokhmah Wati Dian Wildan Dwi Istiningsih Dwi Jatmoko Efendi, Teguh Efita Nadine Anggraini Eghi Dwi Yulianto Eka P.S EKO WAHYU NUGROHO Eko Wahyu Nugroho, Eko Endang Sri Wahyuningsih, Endang Sri Erlinda Sonia, Lucya Faisol Hamid, Faisol Fajar Isbakhi, Ari Fajar Satriya Hadi Feri Hariyanto Hadi, Fajar Satriya Haditsa Qur'ani Nurhakim Hariono , Mohammad Harsing Hasbi R, Ali Hidayatullah, Raihan Himmatul Khasanah Ilyas Rohili Ima Nur Syamsiah Insanul Haq, Fathan Irfan Ardiansyah Isnan Rijibillah Isra' Nuur Darmawan Joko Purwanto Kartika Sari, Vega Khairunisa, Rahmi Wilianti Kristiyanti Putri, Widya Kuat Kurniawan, Mochamad Kurniawan, Mochamad Difa Listya Purnamasari Luqman Hakim Ansori M. Munib Rosadi MAMAT RAHMAT Mandala, Marga Melati Harmia Putri Minto Mochamad Arif Irfa'i Mochamad Arif Irfa’i Mohammad Munib Rosadi Muflihah, Nur Muhammad Edwin Rachmanudin Muhammad Erihadian Muhammad Iqbal Mubarok Mulyadi Munib Rosadi, Mohammad N.F.A, Fatma Ayu Nainggolan, Jeremia Rade Mikhael Ngainnur Rohmah, Siti NOVALDY, RAMSYAH NOVIYANTI Nugraha, Moch Robbi Nurhidayati Oktaviani Windra Puspita, Oktaviani Windra Pambudi, Januar Eky Prasetyo, Rahayu Purboyo, Purboyo Purnama Sari, Retno Qiqi Yuliati Zakiah Rachman Ali Rahmi Widyanti Ratih Apri Utami Retno Eka P Retno Eka Pramitasari Rhamdania, Nadini Rita Dewi Triastianti Rudi Santoso SANI FATIKA Satriya H, Fajar Siregar, Indra Gunawan Sudarmanto, Eko Sumarsono Supiana Susatyo Adhi Pramono, Susatyo Adhi Sutan Alif Widiarto Tania Febrianti Taufiq, Darissalam At Triatmi Sri Widyaningsih Vega Kartika Sari Vega Sari Warsiyah Wibowo, Bagus Setya WIDOWATI Widya L, Jati Wijaya Heru Santosa, Wijaya Heru Yanuar Chandra, Tofik Zohan Ardiansyah Zuhrafi Zuhdi Zulfikar, Rizka