Analysis of pH and Turbidity Sensor Outputs in Shrimp Ponds for Vannamei Shrimp Commodities

  • Musayyanah Musayyanah Universitas Dinamika
  • Erdasetya Bayunugraha Universitas Dinamika
  • Harianto Harianto Universitas Dinamika
  • Heri Pratikno Universitas Dinamika
Keywords: Brackish water aquaculture, Moving Average filter, Vannamei shrimp, pH sensor, Turbidity sensor

Abstract

Vannamei shrimp is a high-value, economically important brackish water aquaculture commodity that is easy to cultivate. Optimal growth of Vannamei shrimp can be achieved by monitoring water quality parameters such as pH and turbidity. The pH levels can be measured using a pH sensor, with a pH meter as a reference. Turbidity levels are measured with a turbidity sensor in NTU units, with a turbidity stick serving as a reference. Testing of these sensors was conducted from morning to noon over three days in the brackish water ponds of IBAP Banjar Kemuning, Sidoarjo, recording 100 data samples. The performance of both sensors fluctuated due to disturbances around the pond, prompting the use of the Moving Average (MA) filter method to improve accuracy. Applying MA with varying window sizes (wz) resulted in a performance increase of 0.24% in the morning and 0.1% at noon. Additionally, turbidity sensor testing indicated that the pond conditions were consistent with the turbidity measurements obtained using the turbidity stick.

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References

M. Hery, R. Alauddin, and A. Putra, “Kajian Daya Dukung Lingkungan Dalam Budidaya Udang Vaname Environmental Carrying Capacity Study in Vaname Shrimp Farming,” pp. 103–109, 2023.

A. M. Pratiwi, D. Ililiyun, M. Fiqih, and S. Wardhana, “Peran Pengolahan Udang Vaname Dalam Meningkatkan Ekonomi Masyarakat Desa Tambak Kalisogo,” J. Ilm. Multidisiplin, vol. 1, no. 8, pp. 403–411, 2023, doi: https://doi.org/10.5281/zenodo.8396411.

I. Purnamasari, Dewi Purnama, and anggraini Fajar Utami, “Pertumbuhan Udang Vaname (Litopenaeus vannamei) di Tambak Itensif,” J. Enggano, vol. 2, no. 1, pp. 58–67, 2017.

Supriatna, M. Mahmudi, M. Musa, and Kusriani, “Hubungan pH Ddengan parameter kualitas air pada tambak intensif udang vannamei (Litopenaeus vannamei),” J. Fish. Mar. Res., vol. 4, no. 3, pp. 368–374, 2020, [Online]. Available: http://jfmr.ub.ac.id.

J. J. C. Hernández, L. P. S. Fernández, and O. Pogrebnyak, “Assessment and prediction of water quality in shrimp culture using signal processing techniques,” Aquac. Int., vol. 19, no. 6, pp. 1083–1104, 2011, doi: 10.1007/s10499-011-9426-z.

S. Melangi, M. Asri, and S. A. Hulukati, “Sistem Monitoring Informasi Kualitas dan Kekeruhan Air Tambak Berbasis Internet of Things,” Jambura J. Electr. Electron. Eng., vol. 4, no. 1, pp. 77–82, 2022, doi: 10.37905/jjeee.v4i1.12061.

H. Supriyono, A. Hibatullah, and K. Harismah, “Turbidity Monitoring of Freshwater Using Internet of Things Platform,” J. Phys. Conf. Ser., vol. 1858, no. 1, 2021, doi: 10.1088/1742-6596/1858/1/012048.

N. Ramsari and T. Hidayat, “Teknologi Internet of Things (IoT) pada Tanaman Selada dan Pakcoy Hidroponik dengan Menggunakan Perhitungan MAPE,” J. Appl. Informatics Comput., vol. 7, no. 1, pp. 1–13, 2023, doi: 10.30871/jaic.v7i1.5011.

S. D. AL FARIZI, D. DARLIS, and A. HARTAMAN, “Lake Water Quality Measurement System at Situ Tekno using an ESP32-based Autonomous Surface Vehicle,” ELKOMIKA J. Tek. Energi Elektr. Tek. Telekomun. Tek. Elektron., vol. 12, no. 1, p. 121, 2024, doi: 10.26760/elkomika.v12i1.121.

S. Ayu Wulandari et al., “Rancang Bangun Sistem Monitoring Kualitas Air Untuk Mendeteksi Keadaan Tidak Normal atau Penyakit Pada Tambak Ikan Mujaer Menggunakan Fuzzy Logic Mamdani Berbasis Mobile Design and Development of a Water Quality Monitoring System to Detect Abnormal Conditions or Diseases in Mujaer Fish Ponds Mobile Based Using Fuzzy Logic Mamdani,” Technologica, vol. 3, no. 1, pp. 42–54, 2024, [Online]. Available: https://journals.gesociety.org/index.php/technologica/article/view/153.

P. A. Rosyady and M. A. Agustian, “Sistem Monitoring dan Kontrol Keasaman Larutan dan Suhu Air pada Kolam Ikan Mas Koki dengan Smartphone Berbasis IoT,” Techné J. Ilm. Elektrotek., vol. 21, no. 2, pp. 169–188, 2022, doi: 10.31358/techne.v21i2.317.

A. N. Firdaus, M. R. Hakim, and T. Ilham, “Pengembangan Water Quality Checker untuk Tambak Budidaya Pesisir,” INSOLOGI J. Sains dan Teknol., vol. 2, no. 2, pp. 369–377, 2023, doi: 10.55123/insologi.v2i2.1840.

A. I. Nasrudin, K. Anam, and M. A. Prawira N, “Evaluasi Inverse Kinematics untuk Robot Quadruped Menggunakan Sensor Accelerometer,” J. Rekayasa Elektr., vol. 15, no. 3, 2020, doi: 10.17529/jre.v15i3.14079.

F. M. Wibowo and A. Burhanuddin, “PENERAPAN KALMAN FILTER PADA METODE TRILATERASI UNTUK PENINGKATAN AKURASI ESTIMASI PERHITUNGAN JARAK DI DALAM RUANGAN,” J. Ilm. Betrik Vesemah Teknol. Inf. dan Komput., vol. 09, no. 02, pp. 96–102, 2018.

F. M. Rosidi, “Implementasi Sistem Telemedicine Untuk Monitoring Detak Jantung Berbasis Sensor Ad8232,” Sinarfe7,4(1), pp. 317–320, 2021.

R. N. Pambudi, S. Indriyanto, and S. Pramono, “Implementasi Moving Average Filter Untuk Monitoring Ketinggian Air Pada Tandon Air Menggunakan Antares,” J. Electron. Electr. Power Appl., vol. 2, no. 2, pp. 108–144, 2022, [Online]. Available: https://journal.peradaban.ac.id/index.php/jeepa/article/view/1279/867.

“Badan Standarisasi Nasional,” 2021, 2021. https://bsn.go.id/uploads/download/21kepka324_masa_transisi_9_sni_revisi_tahun_2021.pdf.

Duong Truong Thinh; Nguyen Ba Hoang Quan; Nopadon Maneetien, “Implementation of Moving Average Filter on STM32F4 for Vibration Sensor Application,” 2018, doi: 10.1109/GTSD.2018.8595630.

Published
2024-07-07
How to Cite
[1]
M. Musayyanah, E. Bayunugraha, H. Harianto, and H. Pratikno, “Analysis of pH and Turbidity Sensor Outputs in Shrimp Ponds for Vannamei Shrimp Commodities”, JAIC, vol. 8, no. 1, pp. 77-85, Jul. 2024.
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Articles