Formalin Detection System in Fish with HCHO Sensor and pH Sensor Using Fuzzy Logic Method
DOI:
https://doi.org/10.30871/jaee.v10i1.11618Keywords:
Arduino Mega 2560, Fish, Formalin, HCHO Sensor, Mamdani Fuzzy Logic, pH SensorAbstract
This study aims to design a system for detecting formalin and pH levels in fish using the Mamdani Fuzzy Logic method. The system consists of an HCHO sensor and a pH sensor as the system input, and an Arduino Mega 2560 microcontroller as a data processor. The data is processed in real-time and classified into three categories. Testing was carried out on snapper samples with a duration of 1–60 minutes and 10 repeats of the experiment. The results of the study showed that the accuracy rate of the system was 91%. The system can identify formalin levels and classify them into safe (0 ppm formalin, pH 6,5), alert (12,42 ppm, pH 6,64), and danger (19,29 ppm, pH 5,42). The implementation of this system can facilitate the direct detection of formalin in fish and can help increase public awareness of the dangers of formalin.
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[1] S. Rahayu and J. J. Junior, “Optimalisasi Kebijakan dalam Pengelolaan Kawasan Perbatasan ( Studi Kasus : Kota Batam , Provinsi Kepulauan Riau ),” J. Ilmu Adm. Negara, vol. 9, no. 2, pp. 64–78, 2021.
[2] M. Alfarizi, “Sustainable Blue Economy of the Riau Islands: Challenges,Opportunities, and Strategic Steps Based on the Penta Helix,” J. Archipel., vol. 03, no. 1, pp. 1–15, 2024.
[3] A. A. Rahma, R. S. Nurlaela, A. Meilani, Z. P. Saryono, and A. D. Pajrin, “Ikan Sebagai Sumber Protein dan Gizi Berkualitas Tinggi Bagi Kesehatan Tubuh Manusia,” Karimah Tauhid, vol. 3, no. 3, pp. 3132–3142, 2024.
[4] A. Ayuni, M. Maswadi, A. Suharyani, M. Aritonang, and W. Fitrianti, “Strategi Peningkatan Mutu Produk Olahan Ikan Tangkap di Kecamatan Sungai Kakap,” JIA (Jurnal Ilm. Agribisnis) J. Agribisnis dan Ilmu Sos. Ekon. Pertan., vol. 9, no. 4, pp. 305–316, 2024.
[5] A. Berliana, J. Abidin, N. Salsabila, N. S. Maulidia, R. Adiyaksa, and V. F. Siahaan, “Penggunaan Bahan Tambahan Makanan Berbahaya Boraks dan Formalin Dalam Makanan Jajanan,” J. Sanitasi Lingkung., vol. 1, no. 2, pp. 64–71, 2021.
[6] W. O. Lisnawati, H. T. Mokui, and L. M. B. Aksara, “Ikan Menggunakan Grove Hcho,” vol. 1, no. 2, pp. 80–86, 2023.
[7] D. Siswanto, D. Syauqy, and A. S. Budi, “Sistem Klasifikasi Ikan Tongkol yang Mengandung Formalin dengan Sensor HCHO dan Sensor pH Menggunakan Metode K-Nearest Neighbor Berbasis Arduino,” J. Pengemb. Teknol. Inf. dan Ilmu Komput., vol. 3, no. 10, pp. 9993–9997, 2019.
[8] Y. Rosmawati and M. Taufiqurrohman, “Rancang Bangun Alat Deteksi Formalin Pada Ikan Pindang Menggunakan Metode Fuzzy Logic,” J. Borneo Inform. dan Tek. Komput., vol. 2, no. 2, pp. 23–31, 2022.
[9] S. A. Azis, “Implementasi Teknologi Image Processing Untuk Identifikasi Kandungan Formalin Dan Tahun 2023,” 2023.
[10] Cyntiya Laxmi Haura, Indri Yanti, and Muh Pauzan, “Alat Pendeteksi Formalin Menggunakan Deret Sensor HCHO dan MQ-7 dengan Logika Fuzzy,” J. Nas. Tek. Elektro dan Teknol. Inf., vol. 12, no. 2, pp. 117–123, 2023.
[11] R. Kusumaningsih, “Sosialisasi Mengenai Bahaya Formalin Terhadap Olahan Ikan di Desa Carenang Kabupaten Serang Provinsi Banten,” J. Abdi Masy. Indones., vol. 3, no. 5, pp. 1431–1438, 2023.
[12] L. Setyowati, E. Purwanto, and N. A. Ningtyas, “A Quantitative Test between Formalin Fresh and Boiled Fish at the Fish Market in Tulungagung,” J. Keperawatan, vol. 11, no. 1, pp. 45–50, 2020.
[13] J. Perikanan and K. Volume, “Diterima : 17 Juli 2023 / Disetujui : 1 Agustus 2024,” vol. 14, pp. 65–74, 2024.
[14] E. Suprayitno, “Kajian Kesegaran Ikan Di Pasar Tradisional Dan Modern Kota Malang,” JFMR-Journal Fish. Mar. Res., vol. 4, no. 2, pp. 289–295, 2020.
[15] E. Liviawaty, D. E. Afrianto, F. Perikanan, and I. Kelautan, “Penentuan Waktu Rigor Mortis Ikan Nila Merah (Oreochromis Niloticus) Berdasarkan Pola Perubahan Derajat Keasaman,” J. Akuatika, vol. Vol 5, no. 1, pp. 40–44, 2014.
[16] A. Asni, K. Kasmawati, E. Ernaningsih, and M. Tajuddin, “Analisis Penanganan Hasil Tangkapan Nelayan Yang Didaratkan Di Tempat Pendaratan Ikan Beba Kabupaten Takalar,” J. Indones. Trop. Fish. J. Akuakultur, Teknol. Dan Manaj. Perikan. Tangkap, Ilmu Kelaut., vol. 5, no. 1, pp. 40–50, 2022.
[17] A. S. K. R. Nasution, Gunadi Widi Nurcahyo, and Agung Ramadhanu, “Penerapan Metode Fuzzy Mamdani untuk Mengidentifikasi Kepribadian Siswa,” J. KomtekInfo, vol. 11, pp. 157–162, 2024.
[18] A. Burhanuddin, “Analisis Komparatif Inferensi Fuzzy Tsukamoto, Mamdani dan Sugeno Terhadap Produktivitas Padi di Indonesia,” LEDGER J. Inform. Inf. Technol., vol. 2, no. 1, pp. 48–57, 2023.
[19] M. F. N. Al Fatich, A. I. Setyastuti, D. Kresnasari, and S. Sarmin, “Identifikasi Tingkat Kesegaran Ikan Tongkol (Euthynnus sp.) Di Pasar Bumiayu, Kabupaten Brebes,” J. Mar. Res., vol. 12, no. 3, pp. 511–518, 2023.
[20] N. M. Farhan and B. Setiaji, “Indonesian Journal of Computer Science,” Indones. J. Comput. Sci., vol. 12, no. 2, pp. 284–301, 2023.
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