Implementation of Fuzzy Logic to Regulate Water Quality in Maintaining the Aquascape Ecosystem

Authors

  • Muhammad Fajarudin Sekolah Vokasi IPB University Author
  • Handika Saputra Harahap Author
  • Irmansyah Author
  • Muhamad Al Habsy Author
  • Fardiana Yunita Author
  • Inna Novianty Author
  • Nanda Octavia Author
  • Ivan De Nerol Author

DOI:

https://doi.org/10.62535/dvbdxn84

Keywords:

Aquascape, Fuzzy Logic, pH, water quality

Abstract

Aquascape is an artificial aquarium ecosystem that is increasingly popular, considering the high cost of creating and maintaining an aquascape. Several aspects need to be considered in maintaining an aquascape, namely maintaining water quality. To know the water quality, it is necessary to periodically check the aquascape manually and carry out maintenance, therefore knowledge is needed to regulate and maintain the water quality in the aquascape. This research aims to implement fuzzy logic as a water quality control system in aquascape maintenance. The research method includes collecting data from the literature as well as developing a fuzzy logic model to identify and control water quality such as pH and temperature. The output of the system developed is a water quality control device with the categories "Unbalanced", "Quite Balanced", "Balanced". This research method includes calculations by collecting data and using MATLAB software to develop a fuzzy logic system. The research results show that the application of fuzzy logic is able to regulate water quality effectively and minimize the risk of ecosystem damage in the aquascape. The research conclusion shows that the application of fuzzy logic to regulate water quality in aquascapes has great potential in maintaining the sustainability of aquascape ecosystems.

References

Aztisyah, D., Yuniati, T., & Adi Setyoko, Y. (2021). Implementasi Logika Fuzzy Mamdani Pada pH Air dalam Sistem Otomatisasi Suhu dan pH Air Aquascape Ikan Guppy. Journal of Informatics, Information System, Software Engineering and Applications , 4(1), 59–070. https://doi.org/10.20895/INISTA.V4I1

Batubara, S. (2017). Analisis Perbandingan Metode Fuzzy Mamdani Dan Fuzzy Sugeno Untuk Penentuan Kualitas Cor Beton Instan. Journal Research and Development, 2(1).

Brahmantika, A. (2019). Sistem Otomatisasi Budidaya Tumbuhan Aquascape Berbasis Arduino UNO. Malang. Retrieved from https://ofarabdul.wordpress.com/2015/01/17/mengenal-

Devi, P. A., Padmavathy, P., Aanand, S., & Aruljothi, K. (2017). Review on water quality parameters in freshwater cage fish culture. International Journal of Applied Research, 3(5), 114–120. Retrieved from https://www.researchgate.net/publication/316874865

Emerenciano, M. G. C., Martínez-Córdova, L. R., Martínez-Porchas, M., & Miranda-Baeza, A. (2017). Biofloc Technology (BFT): A Tool for Water Quality Management in Aquaculture. In Water Quality. InTech. https://doi.org/10.5772/66416

Fachrezy Hamid, F., & Harmadi. (2023). Sistem Kontrol Kualitas Air Pada Akuarium Ikan Hias Air Tawar dan Monitoring Via Telegram Berbasis IoT. Jurnal Fisika Unand (JFU), 12(3), 452–458. https://doi.org/10.25077/jfu.12.3.452-458.2023

Fikri, M., Musthafa, A., & Pradhana, F. R. (2021). Seminar Nasional & Call Paper Fakultas Sains dan Teknologi. Procedia of Engineering and Life Science, 2(1).

Imaduddin, G., & Saprizal, A. (2023). Otomatisasi Monitoring dab Pengaturan Keasaman Larutan dan Suhu Air Kolam Ikan Pada Pembenihan Ikan Lele. Jurnal Sistem Informasi, Teknologi Informatika Dan Komputer, 7(2).

Irwan, Muh. (2017). Pengantar Matlab Untuk Sistem Persamaan Linear (No. 2). Makasar.

Karangan, J., Sugeng, B., & Sulardi. (2019). Uji Keasaman Air Dengan Alat Sensor pH Di STT MIGAS BALIKPAPAN. Jurnal KACAPURI-Jurnal Keilmuan Teknik Sipil, 2(1), 65–72.

Maslim, M., Yudi Dwiandiyanta, B., & Susilo, N. V. (2018). Implementasi Metode Logika Fuzzy dalam Pembangunan Sistem Optimalisasi Lampu Lalu Lintas. Jurnal Buana Informatika, 9(1), 11–20.

Mufida, E., Septian Anwar, R., Khodir, R. A., Prihan, I., Program, R. 4, Komputer, S. T., … Informatika, S. (n.d.). Perancangan Alat Pengontrol pH Air Untuk Tanaman Hidroponik Berbasis Arduino Uno. Retrieved from http://ejournal.bsi.ac.id/ejurnal/index.php/insantek

Muntahanah, Handayani, S., & Lidia. (2021). Penerapan Metode Fuzzy Mamdani Penentuan Strategi Belajar Siswa Pada Persiapan Ujian Nasional Berbasis Komputer (UNBK). Jurnal Pseudocode, VIII(2), 108–117. Retrieved from www.ejournal.unib.ac.id/index.php/pseudocode

Nasir, J., & Suprianto, J. (2017). Analisis Fuzzy Logic Menentukan Pemilihan Motor Honda dengan Metode Mamdani. Jurnal Edik Informatika, 3(2), 177–186. https://doi.org/10.22202/jei.2017.v3i2.1962

Nasution, H. (2012). Implementasi Logika Fuzzy pada Sistem Kecerdasan Buatan. Jurnal ELKHA, 4(2), 4–8.

Pratama, I. P. Y. P., Wibawa, K. S., & Suarjaya, I. M. A. D. (2022). Perancangan PH Meter Dengan Sensor PH Air Berbasis Arduino. JITTER-Jurnal Ilmiah Teknologi Dan Komputer, 3(2).

Puryono, D. A. (2014). Metode Fuzzy Inferensi System Mamdani untuk Menentukan Bantuan Modal Usaha Bagi UMKM Ramah Lingkungan. Daniel Alfa Puryono) STIMIKA, 1(1), 1–6.

Rachman, F. P., & Santoso, H. (2022). Sistem Kontrol Suhu Dan Pakan Otomatis Dalam Aquarium Aquascape Menggunakan Nodemcu ESP8266. Jurnal Teknik Informatika Dan Sistem Informasi, 9(1), 352–364. Retrieved from http://jurnal.mdp.ac.id

Rifanti, U. M., Pujiharsono, H., & Pradana, Z. H. (2023). Implementasi Logika Fuzzy Pada Penilaian Kegiatan Merdeka Belajar Kampus Merdeka (MBKM). JST (Jurnal Sains Dan Teknologi), 12(1), 250–260. https://doi.org/10.23887/jstundiksha.v12i1.50057

Rusimamto, P. W., Suprianto, B., & Buditjahjanto, I. G. P. A. (2022). Sistem Kontrol Intensitas Cahaya Lampu Aquascape Menggunakan Fuzzy Logic Controller Berbasis Arduino. Jurnal Teknik Elektro, 11(2), 322–331.

Ruslianto, I., Ristian, U., Hasfani, H., & Sari, K. (2023). Rekayasa Sistem Fotosintesis dan Ekosistem pada Media Aquascape Berbasis Internet Of Things. JEPIN (Jurnal Edukasi Dan Penelitian Informatika), 9(1), 136–142.

Sandy, Y. A., Endryansyah, Suprianto, B., & Rusimamto, P. W. (2022). Sistem Kendali Suhu dan Pengganti Air Otomatis pada Akuarium Menggunakan Fuzzy Logic Controller Berbasis Internet of Things. Jurnal Teknik Elektro, 11(1), 163–173.

Sari, M. P. (2019). Pelatihan Pembuatan Akuarium Mini dan Teknik Pemeliharaan Ikan Hias di Kecamatan Alang-Alang Lebar. Jurnal Ilmiah Pengabdian Kepada Masyarakat, 1(2), 94–97.

Sari, V. F., Ekawita, R., & Yuliza, E. (2021). Desain Bangun pH Tanah Digital Berbasis Arduino UNO. JoP, 7(1), 36–41.

Syukur, M., Putrada, A. G., & Suwastika, N. A. (2019). Implementasi dan Analisis Pengurasan Otomatis Aquascape Berdasarkan Kualitas Air Menggunakan Fuzzy Logic. E-Proceeding of Engineering, 6(1), 2091–2099.

Thoha, A. S., Dwirastiaji, B., & Samsugi, S. (2021). Monitoring dan Kontrol Suhu Aquascape Menggunakan Arduino dengan Sensor Suhu DS18B20. Jurnal Ilmiah Mahasiswa Kendali Dan Listrik, 2(2), 2723–598. https://doi.org/10.33365/jimel.v1i1

Triawan, Y., & Sardi, J. (2020). Perancangan Sistem Otomatisasi pada Aquascape Berbasis Mikrokontroller Arduino Nano. JTEIN: Jurnal Teknik Elektro Indonesia, 1(2), 76–83.

Tundo. (2021). Kinerja Logika Fuzzy Sugeno dalam Menangani Prediksi Kain Tenun dengan Kombinasi Random Tree dalam Membangun Rule. Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI), 10(2), 67. https://doi.org/10.23887/janapati.v10i2.29081

Udin, M. D., Istiadi, & Rofii, F. (2021). Aquascape dengan Kontrol Fotosintesis Buatan Pada Tanaman Air Menggunakan Metode Kendali Logika Fuzzy. Transmisi, 23(3), 103–111. https://doi.org/10.14710/transmisi.23.3.103-111

Wijianto, W., Syakirin, M. B., Mardiana, T. Y., Linayati, L., Madusari, B. D., Soeprapto, H., … Dwi, M. (2022). Pelatihan Pembuatan Aquascape Sebagai Salah Satu Ide Usaha Mandiri Bagi Karang Taruna di Desa Purworejo Kabupaten Pekalongan. Belida Indonesia - Jurnal Pengabdian Kepada Masyarakat, 2(2), 25–30.

Yunan, A., & Ali, M. (2020). Study and Implementation of the Fuzzy Mamdani and Sugeno Methods in Decision Making on Selection of Outstanding Students at the South Aceh Polytechnic. Jurnal Inotera, 5(2), 152–164. https://doi.org/10.31572/inotera.vol5.iss2.2020.id127

Downloads

Published

2024-09-21

How to Cite

Implementation of Fuzzy Logic to Regulate Water Quality in Maintaining the Aquascape Ecosystem. (2024). Journal of Applied Science, Technology & Humanities, 1(4), 303-314. https://doi.org/10.62535/dvbdxn84