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All Journal Jurnal Pengabdian Masyarakat Bidang Sains dan Teknologi Journal of Embedded Systems, Security and Intelligent Systems Jurnal Pengabdian Masyarakat dan Riset Pendidikan
Muhammad Edwin Rachmanudin
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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.
Pembuatan Sumur Resapan Air Hujan untuk Mitigasi Banjir di Kawasan Perumahan Karangpucung, Purwokerto Selatan Susatyo Adhi Pramono; Endang Sri Wahyuningsih; Iwan Rustendi; Heru Bayuaji Sanggoro; Muhammad Edwin Rachmanudin
ABDIKAN: Jurnal Pengabdian Masyarakat Bidang Sains dan Teknologi Vol. 4 No. 2 (2025): Mei 2025
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/abdikan.v4i2.5413

Abstract

The Karangpucung Housing Area in Purwokerto Selatan District frequently faces local flooding problems due to increased rainfall intensity and limited water absorption areas caused by urbanization. This condition is further exacerbated by the community’s lack of understanding regarding the importance of water conservation and simple technologies for flood mitigation. To address this issue, this community service activity was conducted with the aim of providing education and concrete action through socialization and the construction of rainwater infiltration wells. The activity was carried out from April to May 2025 using the Participatory Rural Appraisal (PRA) approach and a community-based approach to encourage active community involvement. The activity stages included site surveys, socialization and outreach, technical training on infiltration well construction, and monitoring and evaluation. The results showed that 50 residents actively participated in the socialization and training activities, and 10 infiltration wells were successfully built at strategic locations previously prone to flooding. Residents also demonstrated improved understanding of the function of infiltration wells and the importance of water conservation as part of hydrometeorological disaster mitigation. Testimonials from residents indicated a significant reduction in flooding following the well construction. This program demonstrates the effectiveness of an educational and participatory approach in encouraging behavioral change among the community. Moving forward, regular maintenance strategies and the involvement of other stakeholders are needed to ensure that this program can be replicated and expanded to other areas facing similar issues.
Penerapan Teknologi Pengolahan Air Bersih Berbasis Filtrasi Sederhana untuk Masyarakat Desa Papringan, Kecamatan Banyumas, Kabupaten Banyumas: Pengabdian Susatyo Adhi Pramono; Iwan Rustendi;  Heru Bayuaji Sanggoro; Muhammad Edwin Rachmanudin; Johanes Bonivasius Muda
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 2 (2025): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 2 (October 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i2.3464

Abstract

Program pengabdian masyarakat ini bertujuan untuk meningkatkan akses masyarakat pesisir terhadap air bersih melalui penerapan teknologi pengolahan air berbasis filtrasi sederhana di Desa Papringan, Kecamatan Banyumas, Kabupaten Banyumas. Permasalahan utama yang dihadapi warga adalah rendahnya kualitas air sumur akibat tingginya tingkat kekeruhan, kandungan logam berat, serta kontaminasi mikroba yang disebabkan oleh intrusi air laut dan limbah rumah tangga. Kegiatan ini dilaksanakan dengan pendekatan partisipatif berbasis komunitas yang melibatkan warga dalam seluruh tahapan, mulai dari perencanaan, pembuatan, hingga pemeliharaan alat filtrasi. Sistem filtrasi yang dikembangkan menggunakan bahan lokal seperti pasir silika, arang aktif, ijuk, dan kerikil, dengan desain yang mudah diterapkan dan berbiaya rendah. Hasil pengujian menunjukkan penurunan kekeruhan air sebesar 93,8% dan kandungan Escherichia coli hingga 96%, menjadikan air layak digunakan untuk kebutuhan rumah tangga. Selain peningkatan kualitas air, terjadi pula peningkatan literasi masyarakat terhadap sanitasi dan kesehatan lingkungan sebesar 36,8%, serta penurunan pengeluaran air bersih rumah tangga hingga 60%. Pembentukan Kelompok Masyarakat Peduli Air Bersih menjadi langkah strategis dalam menjaga keberlanjutan program melalui sistem perawatan mandiri berbasis gotong royong. Kegiatan ini tidak hanya memberikan dampak teknis dan sosial, tetapi juga mendukung pencapaian Sustainable Development Goals (SDGs) poin ke-6 tentang air bersih dan sanitasi layak. Dengan demikian, penerapan teknologi filtrasi sederhana berbasis bahan lokal terbukti efektif, inklusif, dan dapat direplikasi di wilayah pesisir lain di Indonesia sebagai model pengelolaan air bersih berkelanjutan.
Co-Authors Basuki Endang Sri Wahyuningsih, Endang Sri Heru Bayuaji Sanggoro Isra' Nuur Darmawan Iwan Rustendi Johanes Bonivasius Muda Susatyo Adhi Pramono, Susatyo Adhi  Heru Bayuaji Sanggoro