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All Journal Jurnal Pekommas Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Teknologi dan Sistem Komputer Compiler IJID (International Journal on Informatics for Development) Jurnal Penelitian Pers dan Komunikasi Pembangunan JISKa (Jurnal Informatika Sunan Kalijaga) Indonesian Journal on Data Science Teknomatika: Jurnal Informatika dan Komputer International Journal of Artificial Intelligence in Medical Issues
Aris Wahyu Murdiyanto
Universitas Jenderal Achmad Yani Yogyakarta
Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Electrical & Electronics Engineering Health Professions Languange, Linguistic, Communication & Media Library & Information Science Medicine & Pharmacology Public Health

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Journal : JISKa (Jurnal Informatika Sunan Kalijaga)

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Metode Accumulative Difference Images untuk Mendeteksi Berhentinya Putaran Kincir Air Aris Wahyu Murdiyanto; Adri Priadana; Aris Wahyu Murdiyanto
JISKA (Jurnal Informatika Sunan Kalijaga) Vol. 6 No. 2 (2021): Mei 2021
Publisher : UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (258.601 KB) | DOI: 10.14421/jiska.2021.6.2.98-105

Abstract

Vannamei shrimp is one of Indonesia's fishery commodities with great potential to be developed. One of the essential things in shrimp farming is a source of dissolved oxygen (DO) or a sufficient amount of oxygen content, which can be maintained by placing a waterwheel driven by a generator set engine called a generator. To keep the waterwheel running, the cultivators must continue to monitor it in real-time. Based on these problems, we need a method that can be used to detect the cessation of waterwheel rotation in shrimp ponds that focuses on the rotation of the waterwheel. This study aims to analyze the performance of the Accumulative Difference Images (ADI) method to detect the stopped waterwheel-spinning. This method was chosen because compared with the method that only compares the differences between two frames in each process, the ADI method is considered to reduce the error-rate. After all, it is taken from the results of the value of several frames' accumulated movement. The ADI method's application to detect the stopped waterwheel-spinning gives an accuracy of 95.68%. It shows that the ADI method can be applied to detect waterwheels' stop in shrimp ponds with a very good accuracy value.
Co-Authors Adri Priadana Adri Priadana Agung Purwanto Soedarbe Ahmad Adita Shiddiq Alfun Roehatul Jannah Andi Maulidinnawati Abdul Kadir Parewe Arif Himawan Arif Himawan Dimas Pratama Jati Fajar Syahruddin Fajri Profesio Putra Iqbal Hadi Subekti Kharisma Latipah, Asslia Johar M. Abu Amar Al Badawi Muhamad Arabi Rizki Angkotasan Muhammad Habibi Muhammad Rifqi Ma'arif Nafisa Alfi Sa'diya Nufia Alfi Rohyana Nur Rochmah Dyah Pujiastuti Nurul Fatimah Risky Setyadi Putra Setiawan, Rudi