APPLYING FUZZY LOGIC AND IOT FOR INTELLIGENT AUTOMATION IN CRAYFISH WATER QUALITY CONTROL

Authors

  • Adi Surya Suwardi Ansyah Department of Informatics Engineering , Faculty of Intelligent Electrical and Informatics Technology, Sepuluh Nopember Institute of Technology (ITS), Indonesia
  • Miftahol Arifin Department of Informatics Engineering , Faculty of Intelligent Electrical and Informatics Technology, Sepuluh Nopember Institute of Technology (ITS), Indonesia
  • Umi Laili Department of Informatics Engineering, Faculty of Intelligent Electrical and Informatics Technology, Sepuluh Nopember Institute of Technology (ITS), Indonesia

DOI:

https://doi.org/10.21107/kursor.v12i3.334

Keywords:

Automatic Control System, Crayfish, Fuzzy Logic, Internet of Things

Abstract

Crayfish, known for their high market value due to their substantial meat volume compared to other freshwater shrimp, necessitate improved cultivation efficiency, which can be significantly enhanced with advanced technology. In this study, we designed a highly effective automatic water quality control system specifically for crayfish cultivation that strategically integrates an Internet of Things (IoT)-based control system and a smartphone application. Uniquely, the system incorporates fuzzy logic within the decision-making algorithm, which maintains water quality by adaptively adjusting drainage and temperature control parameters based on dynamic pH and turbidity conditions. This seamless and responsive mechanism ensures optimal cultivation conditions are maintained efficiently. This study manifests that this novel IoT and fuzzy logic technology integration proved effective for automatic water quality control and monitoring. The research contribution is the pioneering integration of fuzzy logic and IoT technologies to devise an intelligent automation system for crayfish water quality control. This system offers real-time remote monitoring and control from a smartphone application and automatically adapts to varying pH and turbidity conditions, ensuring consistently optimal water quality for crayfish cultivation. Such a system holds the potential to set a new standard for precision aquaculture, elevating productivity and sustainability within the crayfish farming sector.

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Author Biography

Adi Surya Suwardi Ansyah, Department of Informatics Engineering , Faculty of Intelligent Electrical and Informatics Technology, Sepuluh Nopember Institute of Technology (ITS)

Department of Informatics Engineering , Faculty of Intelligent Electrical and Informatics Technology, Sepuluh Nopember Institute of Technology (ITS)

References

B. Widigdo, A. A. Hakim, A. Mashar, I. P. Sari, and Y. Wardiatno, “Comparison of Morphological Characters of Freshwater Crayfish (Cherax quadricarinatus) from Different Ecosystems in Indonesia,” Jurnal Biologi Tropis, vol. 20, no. 3, 2020, doi: 10.29303/jbt.v20i3.2310.

“Apa Perbedaan Lobster Air Tawar dan Lobster Air Laut?” Accessed: Jun. 22, 2023. [Online]. Available: https://tirto.id/apa-perbedaan-lobster-air-tawar-dan-lobster-air-laut-enn5

D. A. Dewi et al., “AKUATIK-Jurnal Sumberdaya Perairan KAJIAN EKONOMI USAHA BUDIDAYA PEMBESARAN LOBSTER AIR TAWAR RED CLAW HASIL TANGKAPAN BUBU DI RAWA PENING Economic Studies of Red Claw Aquaculture Harvested by Traps in Rawa Pening.”

T. Kurniasih, “LOBSTER AIR TAWAR (Parastacidae: Cherax), ASPEK BIOLOGI, HABITAT, PENYEBARAN, DAN POTENSI PENGEMBANGANNYA,” Media Akuakultur, vol. 8, no. 1, 2008, doi: 10.15578/ma.8.1.2013.31-35.

M. Mulyana1, R. Rosmawati, and M. azmi Rafi, “PERTUMBUHAN DAN KELANGSUNGAN HIDUP BENIH LOBSTER AIR TAWAR (Cherax quadricarinatus) YANG DIBERI PAKAN BUATAN BERBAHAN BAKU TEPUNG KEONG MAS (Pomacea sp.),” JURNAL MINA SAINS, vol. 5, no. 1, 2019, doi: 10.30997/jms.v5i1.1771.

NURFITRIRAHIM, “LAPORAN PEMBENIHAN LOBSTER AIR TAWAR.” Accessed: Jun. 22, 2023. [Online]. Available: https://nurfitrirahim.wordpress.com/2013/02/05/laporan-pembenihan-lobster-air-tawar/

A. Rifa’, M. Udin, H. Al Rasyid, A. I. Gunawan, P. Elektronika, and N. Surabaya, “SISTEM PEMANTAUAN DAN KONTROL OTOMATIS KUALITAS AIR BERBASIS IOT MENGGUNAKAN PLATFORM NODE-RED UNTUK BUDIDAYA UDANG 1,” Jurnal Teknologi Terapan) |, vol. 7, no. 1, 2021.

A. Çelekli, Ö. Lekesiz, M. Yavuzatmaca, and M. Dügel, “Fuzzy logic as a novel approach to predict biological condition gradient of various streams in Ceyhan River Basin (Turkey),” Science of The Total Environment, vol. 916, p. 170069, Mar. 2024, doi: 10.1016/J.SCITOTENV.2024.170069.

G. A. Pauzi, O. F. Suryadi, G. N. Susanto, and D. Junaidi, “Rancang Bangun Sistem Monitoring Kualitas Air Tambak Udang (Litopenaeus Vannamei) Menggunakan Wireless Sensor Sistem (WSS) yang Terintegrasi dengan PLC CPM1A.” [Online]. Available: https://jemit.fmipa.unila.ac.id/

R. Ruuhwan, R. Rizal, and I. Karyana, “Sistem Kendali dan Monitoring Pada Rumah Pintar Berbasis Internet of Things (IoT),” Innovation in Research of Informatics (INNOVATICS), vol. 1, no. 2, Oct. 2019, doi: 10.37058/innovatics.v1i2.877.

A. Whitmore, A. Agarwal, and L. Da Xu, “The Internet of Things—A survey of topics and trends,” Information Systems Frontiers, vol. 17, no. 2, pp. 261–274, Apr. 2015, doi: 10.1007/s10796-014-9489-2.

H. Ariadi, A. Wafi, M. Musa, and S. Supriatna, “Keterkaitan Hubungan Parameter Kualitas Air Pada Budidaya Intensif Udang Putih (Litopenaeus vannamei),” Samakia : Jurnal Ilmu Perikanan, vol. 12, no. 1, 2021, doi: 10.35316/jsapi.v12i1.781.

H.- Suryotrisongko and P. K. Farista Ananto, “The Potential of Microservice Architecture for Internet of Things (IoT) in Smart City, a Literature Review,” Kursor, vol. 9, no. 1, 2017, doi: 10.28961/kursor.v9i1.95.

B. S. B. Sembiring, Analisis Logika Fuzzy Metode Tsukamoto dan Mamdani dalam Sistem Pengambilan Keputusan. 2019.

R. A. Purnomo, D. Syauqy, and M. H. Hanafi, “Implementasi Metode Fuzzy Sugeno Pada Embedded System Untuk Mendeteksi Kondisi Kebakaran Dalam Ruangan,” Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya, vol. 2, no. 4, 2018.

M. A. Hidayat, S. Sukaridhoto, A. Basuki, U. H. Al Rasyid, I. F. Aryanti, and A. Prasetyo, “THE IMPLEMENTATION OF HEART RATE SENSOR AND MOTION SENSORS BASED ON INTERNET OF THINGS FOR ATLETE PERFORMANCE MONITORING,” Kursor, vol. 10, no. 1, 2019, doi: 10.28961/kursor.v10i1.208.

B. Rahmat and B. Nugroho, “DEEP LEARNING-BASED OBJECT RECOGNITION ROBOT CONTROL VIA WEB AND MOBILE USING AN INTERNET OF THINGS (IoT) CONNECTION,” Jurnal Ilmiah Kursor, vol. 10, no. 4, 2020, doi: 10.21107/kursor.v10i4.242.

R. Imam, I. G. P. W. W. W, and F. Bimantoro, “Rancang Bangun Sistem Monitoring dan Controlling Penerangan Jalan Umum Berbasis IoT dan Android,” Jurnal Teknologi Informasi, Komputer, dan Aplikasinya (JTIKA ), vol. 2, no. 1, 2020, doi: 10.29303/jtika.v2i1.88.

A. Martono, A. Yulianjani, and A. Sudariyanti, “Penerapan Mikrokontroler pada Penutup Tempat Sampah untuk Membuka atau Menutup secara Otomatis ( Studi Kasus di Universitas Raharja)”.

B. Alberto Sitanggang et al., “Journal of Artificial Intelligence and Engineering Applications IMPLEMENTATION OF FUZZY LOGIC USING SUGENO METHOD OF SCHOLARSHIP DETERMINATION,” 2022. [Online]. Available: https://ioinformatic.org/

“Aktuator.” Accessed: Jun. 23, 2023. [Online]. Available: https://id.wikipedia.org/wiki/Aktuator

P. Kanade, P. Alva, J. P. Prasad, and S. Kanade, “Smart Garbage Monitoring System using Internet of Things(IoT),” in Proceedings - 5th International Conference on Computing Methodologies and Communication, ICCMC 2021, 2021. doi: 10.1109/ICCMC51019.2021.9418359.

S. Amalia, R. Andari, and R. Syukriansyah, “STUDI PEMODELAN SISTEM PENGONTROLAN SUHU RUANGAN BERBASIS LOGIKA FUZZY SUGENO,” Jurnal Sains dan Teknologi: Jurnal Keilmuan dan Aplikasi Teknologi Industri, vol. 20, no. 2, 2020, doi: 10.36275/stsp.v20i2.287.

N. Chauhan and B. J. Choi, “Designing of a Fuzzy Logic Controller Based on Vectored Sum Defuzzification for Inverted Pendulum Model,” in 3rd International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2018, 2018. doi: 10.1109/ICEECCOT43722.2018.9001648.

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Published

2024-05-25

Issue

Vol. 12 No. 3 (2024)

Section

Articles

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Copyright (c) 2024 Adi Surya Suwardi Ansyah, Miftahol Arifin, Umi Laili

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