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All Journal ASEAN Journal of Systems Engineering MEDIA KOMUNIKASI TEKNIK SIPIL Jurnal Ilmu Lingkungan Management of Aquatic Resources Journal (Maquares) BIOTROPIA - The Southeast Asian Journal of Tropical Biology Afkaruna: Indonesian Interdisciplinary Journal of Islamic Studies Jurnal Teknologi Pendidikan Journal of Degraded and Mining Lands Management Conciencia Tajdida Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of Community Engagement) MODELING: Jurnal Program Studi PGMI Syntax Literate: Jurnal Ilmiah Indonesia Ganaya: Jurnal Ilmu Sosial dan Humaniora Jurnal Otomasi Kontrol dan Instrumentasi Jurnal Nusa Sylva IRJE (Indonesian Research Journal in Education) Jurnal Ecoment Global: Kajian Bisnis dan Manajemen Journal of Environmental Science and Sustainable Development BERDAYA: Jurnal Pendidikan dan Pengabdian Kepada Masyarakat Indonesian Journal of Intellectual Publication (IJI Publication) Historia Jurnal Kependidikan Islam Journal of Renewable Energy, Electrical, and Computer Engineering Procedia of Social Sciences and Humanities Asian Journal of Health Research Makara Journal of Technology Majalah Cendekia Mengabdi Al Kafaah : Journal of arabic Language and Linguistics Education JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Atthiflah: Journal of Early Childhood Islamic Education ABDIMAS KAUNIAH ISTIFHAM Al-Busyro Jurnal Archipelago Jurnal Jurnal Al-Muharrik: Jurnal Pendidikan Agama Islam An-nisa: Journal of Islamic Family Law Cakrawala: Journal of Religious Studies and Global Society Jurnal Pengabdian, Riset, Kreativitas, Inovasi, dan Teknologi Tepat Guna (Parikesit) Indonesian Journal of Intellectual Publication (IJI Publication)
Muhammad Sulaiman
Jurusan Penangkapan Ikan, Politeknik Pertanian Negeri Pangkep, Pangkep
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Journal : Makara Journal of Technology

 1 
Prediction of Maximum Local Scour Depth Due to Horizontal Jets of Flushing Gate using Artificial Neural Network Kurniawan, Adhy; Sulaiman, Muhammad; Maryono, Agus; Kironoto, Bambang Agus; Hazhiyah, Amalia Ula
Makara Journal of Technology Vol. 29, No. 3
Publisher : UI Scholars Hub

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Abstract

Local scour is a serious concern for hydraulic engineers. To maintain the reservoir capacity, flushing accumulated sediment is necessary, resulting in a turbulent and scouring jet from the flushing gate. Predicting the maximum scour depth from these water jets is crucial for civil engineers. Despite many proposed equations, one have shown consistent applicability due to the complex nature of the process. Ensuring accurate prediction between hydraulic parameters and the geometry of the scour hole in prototype experiments remains a key issue. To address this issue, this paper examines the use of artificial neural network (ANN) analysis as a computing device for predicting the maximum local scour depth due to horizontal water jets. The neural network is developed using the data collected from previous experiments and an ongoing study. This paper selected four dimensionless parameters as the key variables: the densimetric Froude number (Frd), the relative roughness (d50/hv), the submergence (ht/hv), and the dimensionless apron length or the length of bed protection (La/hv). This paper describes the development of a feed-forward neural network trained by back-propagation for modeling. This study indicates that the ANN is an effective tool for accurately predicting the scour depth.
Co-Authors Adhitia, Pius Adhy Kurniawan Adiyati, Noor Agung P, Maulana agus maryono Agus Prasetya Aini, Muhammad Noor Amalia Ula Hazhiyah Anwar Abidin, Achmad Ardik Ardianto Asemani, Omid Aspriadi, Feri Azhari Azhari Azisi Badri Bah, Chernor Sulaiman Bakti Dwi Waluyo Bambang Agus Kironoto Bambang Sulardiono Bintang, Muhammad Audya Brillianing Pratiwi Bustami, Debby Kania Churun Ain Dian Hudawan Santoso Edy Saputra Engkos Kosasih Fadliyah, Nurul fatholla, fatholla Fathor Rosi fauziah, Mifta Firmansyah Firmansyah H Hasmawati Habibie, Ramadhani Alfin Hani, Umm-E Hasanah, Jamingatun Hidayatunnisa, Nurul Fadhlya Hutahaean, Harvei Desmon Idris, M. Arif Iga Maliga Ihsan Ihsan Imam Wahyudi Indrawan, Imam Wahyudi Jaya, Risman Khan, Muhammad Ali Amin Kisnanto, Indro Kusworo, Zulfikar Aji Lianasari, Lianasari Mardi, Isra Maria Kristina, Maria Marjan Bato Maula, Min Hatul Maulana, Muhammad Rizky Maysarah, Maysarah Memon, Furqan Muhammad Aditya, Muhammad Muhammad Amin Muhammad Dani Solihin Muhammad Isnaini Muhammad Taufiq Muhammad, Usman Jimoh Mulumba, Julius Nadeem, Momina Ni’mah, Rizka Manzilatun Nurdin Nurdin Nurfaiza Nurfaiza, Nurfaiza Nurhadi Sasmita Oktarina, Vivin Ermia Sarinari Yopan Prastica, Rian Mantasa Salve Pratama, Deskas Adi Priyono, Dwi Juli Pujo Widiyantoro, Wahid Rachmawan Budiarto Rahman Kosasih, Fauzy Royhan, Fahmi Safitri, Icmi Alif Sartika, Heni Wahyu Sembada, Pratama Tirza Surya Setiarno, Muhammad Luthfi Siahaan, Meylin Sigit Heru Murti sigit prasojo Silumbwe, Ceaser Wankumbu Suci Madiarti Isman Suci Nurhayati Sucipto, Imam Sudaryatno Sudaryatno Suparti Suparti Supartono, Toto Supratmi, Nunung Suripto Suripto SUWARNO HADISUSANTO Suyadi Suyadi Syafruddin*, Syafruddin Tajul Arifin Tjahyo Nugroho Adji Umi Fadilah, Umi Urbaningkrum, Santi Mahmuda UthmanSulaiman, Kabuye Wahyu Sartika, Heni Wahyu Wilopo Wardianto, K Bagus WILDAN, LABIBUL Wiryawan, I Gusti Ngurah Dwi Wulandari, Riski Peni Yuan, Shengtao Yulia Ningsih Yunianika, Ika Tri Zainuri Zou, Jianjun