SISTEM KONTROL NUTRISI KOLAM MENGGUNAKAN CAIRAN MIX A DAN B BERBASIS FUZZY LOGIC

Imam Zaenuddin; Yuliarman Saragih; Rusli

doi:10.30604/jti.v7i1.672

Imam Zaenuddin Sekolah Tinggi Manajemen Ilmu Komputer Pranata Indonesia
Yuliarman Saragih
Rusli Sekolah Tinggi Manajemen Ilmu Komputer Pranata Indonesia

DOI: https://doi.org/10.30604/jti.v7i1.672

Keywords: Fuzzy logic, sistem kontrol nutrisi, hidroponik, Mix A dan B, pH, kadar nutrisi

Abstract

Penelitian ini mengembangkan sistem kontrol nutrisi kolam berbasis fuzzy logic dengan menggunakan cairan Mix A dan B. Sistem ini dirancang untuk mempertahankan pH dan kadar nutrisi dalam rentang optimal secara otomatis. Pengujian menunjukkan bahwa sistem mampu menyesuaikan pH dan kadar nutrisi dengan akurasi tinggi serta respons yang cepat terhadap perubahan parameter lingkungan. Dalam kondisi normal, sistem berhasil menyesuaikan pH dan kadar nutrisi dengan waktu respons rata-rata 28–32 detik, sementara dalam kondisi ekstrem, sistem tetap adaptif meskipun waktu respons meningkat hingga 40 detik. Evaluasi menunjukkan bahwa sistem fuzzy logic lebih fleksibel dibandingkan metode kontrol tradisional, dengan deviasi parameter yang kecil dan efisiensi dalam penggunaan sumber daya. Hasil penelitian ini membuka peluang aplikasi lebih luas dalam sistem akuakultur komersial dan otomatisasi pengelolaan nutrisi. Pengembangan lebih lanjut diperlukan untuk meningkatkan kecepatan respons dalam kondisi ekstrem serta mengoptimalkan algoritma fuzzy logic agar lebih adaptif terhadap berbagai lingkungan.

Downloads

Download data is not yet available.

References

[1]. J. B. Jones, Hydroponics: A Practical Guide for the Soilless Grower, 2nd ed. CRC Press, 2005.
[2]. W. F. Gericke, "The Complete Guide to Hydroponics," Agricultural Journal, vol. 12, no. 3, pp. 89-101, 1937.
[3]. P. Brown, Advanced Measurement Technologies for Water Management, Science Publications, 2020.
[4]. B. J. Lee, Automation in Hydroponic Agriculture, Academic Press, 2018.
[5]. S. Roidah, et al., "Fuzzy Logic-Based Nutrient Control in Hydroponic Systems," Journal of Smart Agriculture, vol. 10, no. 2, pp. 100-110, 2020.
[6]. A. N. Sholihah, et al., "Optimization of TDS and pH Control Using Fuzzy Logic in Hydroponic Nutrient Systems," International Journal of Agricultural Technology, vol. 18, no. 3, pp. 205-215, 2021.
[7]. H. M. Resh, Hydroponic Food Production: A Definitive Guidebook for the Advanced Home Gardener and the Commercial Hydroponic Grower, 7th ed. CRC Press, 2013.
[8]. Resh, H. M. (2013). Hydroponic Food Production: A Definitive Guidebook for the Advanced Home Gardener and the Commercial Hydroponic Grower. CRC Press.
[9]. Jensen, M. H. (1997). Hydroponic Worldwide: A Technical Overview. Acta Horticulturae.
[10]. Jones, J. B. (2005). Hydroponics: A Practical Guide for the Soilless Grower. CRC Press.
[11]. K. R. Spangenberg, "Development of Water Level Sensors for Smart Farming," IEEE Sensors Journal, vol. 22, no. 5, pp. 3258-3266, 2021.
[12]. R. T. Suryadi, "Penerapan Sistem Hidroponik dalam Pertanian Berkelanjutan," Jurnal Teknologi Pertanian, vol. 18, no. 4, pp. 102-110, 2022.
[13]. M. Tanaka, "Hydroponics in Japan: An Overview," International Journal of Agricultural Technology, vol. 24, no. 2, pp. 77-88, 2018.
[14]. B. A. Saputra, "Implementasi Sensor Ultrasonik dalam Pemantauan Ketinggian Air," Jurnal Teknik Elektro, vol. 9, no. 1, pp. 56-64, 2020.
[15]. G. P. Smith et al., "Wireless Sensor Networks for Water Level Monitoring," IEEE Transactions on Industrial Electronics, vol. 68, no. 4, pp. 3215-3224, 2021.
[16]. K. D. Wilson, "The Role of IoT in Precision Agriculture," IEEE Internet of Things Journal, vol. 10, no. 3, pp. 2120-2132, 2022.
[17]. T. H. Kim, "Integration of Water Level Sensors in Smart Hydroponic Farming," Sensors and Actuators B: Chemical, vol. 349, p. 130956, 2022.
[18]. S. N. Kurniawan, "Perancangan dan Implementasi Sistem Kontrol Ketinggian Air pada Hidroponik," Jurnal Teknik Informatika, vol. 15, no. 1, pp. 110-121, 2021.
[19]. X. Zhao et al., "Deep Learning-Based Analysis for Water Level Prediction in Hydroponics," Computers and Electronics in Agriculture, vol. 195, p. 106786, 2022.
[20]. A. C. Nguyen, "Real-Time Monitoring of Water Levels using Embedded Systems," International Journal of Embedded Systems, vol. 8, no. 2, pp. 112-124, 2020.
[21]. L. M. Hakim, "Analisis Akurasi Sensor Water Level dalam Aplikasi Hidroponik," Jurnal Teknologi Pertanian Berkelanjutan, vol. 19, no. 3, pp. 77-89, 2022.
[22]. J. Smith, Water Level Sensors: Principles and Applications, Tech Press, 2018.
[23]. Y. Zhang, et al., "IoT-Based Water Level Monitoring Systems: A Review," Journal of Smart Technologies, vol. 15, no. 2, pp. 45-60, 2021.
[24]. L. D. Harrison, Modern Hydroponic Systems and Sensor Integration, Springer, 2019.