Penerapan Logika Fuzzy Tsukamoto pada Rancang Bangun Sistem Deteksi Kekeruhan Air Budi Daya Ikan Lele

Authors

  • Muhammad Rizki Universitas Malikussaleh
  • Eva Darnila Universitas Malikussaleh
  • Cut Agusniar Universitas Malikussaleh

Keywords:

Android, Fish Cultivation, Fuzzy Tsukamoto, Internet of Things, Water turbidity monitoring

Abstract

This study develops a water quality monitoring system for catfish farming using the Internet of Things (IoT) and Fuzzy Tsukamoto logic. This system consists of a Turbidity Sensor to measure turbidity levels, a DS18B20 sensor to monitor temperature, and a pH meter to measure water acidity levels. Data from the sensors is sent in Realtime to Firebase and displayed in an Android application based on Kodular. The Fuzzy Tsukamoto method is used to analyze data, determine the water quality status whether the water value is Clean, Normal, or Turbid based on predetermined parameters. Based on 14 tests, the system showed an accuracy level of 85.7%, with 12 matching results. In addition, this system is able to provide automatic notifications to users if there are significant changes in water conditions. As a result, this system can help fish farmers monitor water quality efficiently, as well as make decisions about when is the right time to change pond water.

References

Ageng Widjaya Saputra, W. A. K. W. S. (2020). Rancang Bangun Aplikasi Pemesanan Molly Molen Malang Berbasis Android MenggunakanMetode Waterfall.

Agusniar, C., Khaira, R., & Ramadan, R. (2024). Implementation of Tsukamoto Fuzzy Logic to Determine Sheep Livestock Population Based on Gender and Age Category in Aceh Tamiang Regency. http://ojs.unimal.ac.id/jacka

Bangun Purwarupa Aplikasi Masjid Pintar Menggunakan, R., Zainuddin Lapi, I., Kholis, N., Anifah, L., & Author, C. (2023). licenses/by/4.0. In Jurnal Teknologi dan Informasi (Vol. 2, Issue 2).

Fasha Rosdiana. (n.d.). Sistem Pengukur Tinggi Dan Kekeruhan Air Dalam Tandon Menggunakan Teknologi Visible Light Communication Dan Aplikasi Android Level And Turbidity Measurements System For Water Inside Tank Using Visible Light Communication Technology And Android Application.

Furqon, A., Prasetijo, A. B., & Widianto, E. D. (n.d.). Rancang Bangun Sistem Monitoring dan Kendali Daya Listrik pada Rumah Kos Menggunakan NodeMCU dan Firebase Berbasis Android.

Hasani, M. I., & Wulandari, S. (2023). Implementasi Internet of Things (IoT) Pada Sistem Otomatisasi Penyiraman Tanaman Berbasis Mobile. ILKOMNIKA: Journal of Computer Science and Applied Informatics, 5(3), 149–161. https://doi.org/10.28926/ilkomnika.v5i3.573

Kadek Dwi Antoro Oka, B. P. W. N. M. A. P. P. (n.d.). Model IoT Berbasis Fuzzy Tsukamoto Untuk Penyemprotan Pestisida Otomatis Pada Tanaman Sayur Kubis.

Lusita Amelia. (2023, April 20). Pengertian Internet of Things (IoT). Linknet.Id.

Nahdi, F., & Dhika, H. (n.d.). Analisis Dampak Internet of Things (IoT) Pada Perkembangan Teknologi di Masa Yang Akan Datang 33.

Nurazizah, E., Ramdhani, M., & Rizal, A. (n.d.). Rancang Bangun Termometer Digital Berbasis Sensor Ds18b20 Untuk Penyandang Tunanetra (Design Digital Thermometer Based On Sensor Ds18b20 For Blind People).

Piliang, F., & Sariana, N. (2020). FIREBASE (Studi Kasus : Konfeksi Minister). Jurnal Sistem Informasi Dan Sains Teknologi, 2(2).

Putrawan, I. G. H., Rahardjo, P., & Agung, I. G. A. P. R. (2019). Sistem Monitoring Tingkat Kekeruhan Air dan Pemberi Pakan Otomatis pada Kolam Budidaya Ikan Koi Berbasis NodeMCU. Majalah Ilmiah Teknologi Elektro, 19(1), 1. https://doi.org/10.24843/mite.2020.v19i01.p01

Ramadana & Wildan. (n.d.). Perancangan dan Implementasi Sistem Monitoring Air Akuarium Berbasis IoT.

Ramdani, D., Mukti Wibowo, F., & Adi Setyoko, Y. (2020). Journal of Informatics, Information System, Software Engineering and Applications Rancang Bangun Sistem Otomatisasi Suhu Dan Monitoring pH Air Aquascape Berbasis IoT (Internet Of Thing) Menggunakan NodeMCU Esp8266 Pada Aplikasi Telegram. 3(1), 59–068. https://doi.org/10.20895/INISTA.V2I2

Susanto, F., Komang Prasiani, N., & Darmawan, P. (2022). Implementasi Internet of Things Dalam Kehidupan Sehari-Hari. In Jurnal IMAGINE (Vol. 2, Issue 1). Online. https://jurnal.std-bali.ac.id/index.php/imagine

Wimala, M., & Imanuela, D. K. (n.d.). Perkembangan Internet of Things di Industri Konstruksi. Journal of Sustainable Construction, 1(2), 43–51. https://journal.unpar.ac.id/index.php/josc

Published

2025-04-30

Issue

Section

METHOMIKA: Jurnal Manajemen Informatika & Komputersisasi Akuntansi