Monitoring and Control System of Server Devices Based on IoT Using Sugeno Fuzzy

Achmad Syafriyal, Ilham Firman Ashari, Eko Dwi Nugroho

Abstract


Fire is a disaster or disaster caused by a fire, it can happen anywhere and anytime. Server is a very important asset for owners of companies or institutions that implement information technology. The importance of a server in an agency is because the server has applications and databases that store all important and valuable information for the company. A server must have security standards that protect the work of the devices in it and one of them is the temperature on the server device must always be in good condition. For this reason, in this study, a system that can perform supervision and control related to temperature, smoke and fire levels and can send notifications of the state of the server device is safe or not using the fuzzy logic of the Sugeno method. From the test results, the system can determine various server device conditions with accuracy reaching 100%. In fuzzy testing, the percentage of success is 100%. This shows that the results of testing the fuzzy method on the system are in accordance with the design that has been made. The system can determine the condition of the server device (Safe, Standby, Danger).


Keywords


Fire; Server; IoT; Fuzzy;

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References


S. W. Mustika, R. S. Wardani, and D. B. Prasetio, “PENILAIAN RISIKO KEBAKARAN GEDUNG BERTINGKAT Sika,” J. Kesehat. Masy. Indones., vol. 13, no. 1, pp. 18–25, 2018.

Y. Efendi, “Internet Of Things (Iot) Sistem Pengendalian Lampu Menggunakan Raspberry Pi Berbasis Mobile,” J. Ilm. Ilmu Komput., vol. 4, no. 2, pp. 21–27, 2018, doi: 10.35329/jiik.v4i2.41.

A. Setiawan, M. C. Untoro, M. Praseptiawan, A. Afriansyah, and I. F. Ashari, “Sistem Kendali Tanaman Hidroponik dengan Internet of Things di Kelompok Tani Hidroponik Tulang Bawang Barat,” J. Pendidik. dan Konseling, vol. 4, no. 2, pp. 3880–3885, 2022, [Online]. Available: https://core.ac.uk/download/pdf/322599509.pdf.

I. F. Ashari and A. Ayuningtyas, “PACKAGE RECEIVER BOX BASED ON IOT USING FUZZY MAMDANI AND MOBILE APPLICATION,” J. Ilmu Pengetah. dan Teknol. Komput., vol. 8, no. 1, pp. 56–64, 2022, doi: 10.33480/jitk.v8i1.2982.In.

G. Santoso et al., “Rancang Bangun Sistem Monitoring Suhu dan Kelembapan pada Ruang Server Berbasis IoT (Internet Of Things),” J. Teknol. Technoscientia, vol. 11, no. 2, pp. 186–193, 2019, [Online]. Available: https://ejournal.akprind.ac.id/index.php/technoscientia/article/view/1248.

I. F. Ashari, M. D. Satria, and M. Idris, “Parking System Optimization Based on IoT using Face and Vehicle Plat Recognition via Amazon Web Service and ESP-32 CAM,” Comput. Eng. Appl. J., vol. 11, no. 2, pp. 137–153, 2022, doi: 10.18495/comengapp.v11i2.409.

M. A. Ulinnuha, “Rancang Bangun Sistem Monitoring Suhu dan Kelembaban Ruang Server ITN Malang Berbasis web,” J. Mhs. Tek. Inform., vol. 1, no. 1, pp. 732–738, 2017.

A. P. Ratnasari and F. A. Dwiyanto, “Metode Steganografi Citra Digital,” Sains, Apl. Komputasi dan Teknol. Inf., vol. 2, no. 2, p. 52, 2020, doi: 10.30872/jsakti.v2i2.3300.

I. F. Ashari, “Sistem Monitoring dan Kontrol Budidaya Ikan Nila Berbasis IoT dengan Bioflok (Studi kasus: Kelompok Budidaya Ikan Sadewa Mandiri, Pringsewu),” Suluah Bendang, vol. 22, no. 2, pp. 417–427, 2022, doi: 10.24036/sb.02680.

S. Bahri, “Sistem Keamanan Ruang Server Menggunakan Teknologi Rfid Dan Password,” J. Elektum, vol. 15, no. 1, pp. 11–18, 2018, [Online]. Available: https://jurnal.umj.ac.id/index.php/elektum/article/view/2117.

E. B. Raharjo, S. Marwanto, and A. Romadhona, “Rancangan Sistem Monitoring Suhu Dan Kelembapan Ruang Server,” Teknika, vol. 6, no. 2, pp. 61–68, 2019.

M. Irfan, L. P. Ayuningtias, and J. Jumadi, “Analisa Perbandingan Logic Fuzzy Metode Tsukamoto, Sugeno, Dan Mamdani ( Studi Kasus : Prediksi Jumlah Pendaftar Mahasiswa Baru Fakultas Sains Dan Teknologi Uin Sunan Gunung Djati Bandung),” J. Tek. Inform., vol. 10, no. 1, pp. 9–16, 2018, doi: 10.15408/jti.v10i1.6810.

S. Batubara, “Analisis Perbandingan Metode Fuzzy Mamdani Dan Fuzzy Sugeno Untuk Penentuan Kualitas Cor Beton Instan,” It J. Res. Dev., vol. 2, no. 1, pp. 1–11, 2017, doi: 10.25299/itjrd.2017.vol2(1).644.

S. Widaningsih, “Perbandingan Metode Data Mining Untuk Prediksi Nilai Dan Waktu Kelulusan Mahasiswa Prodi Teknik Informatika Dengan Algoritma C4,5, Naïve Bayes, Knn Dan Svm,” J. Tekno Insentif, vol. 13, no. 1, pp. 16–25, 2019, doi: 10.36787/jti.v13i1.78.

S. Amalia, R. Andari, and R. Syukriansyah, “Studi Pemodelan Sistem Pengontrolan Suhu Ruangan Berbasis Logika Fuzzy Sugeno,” J. Sains dan Teknol. J. Keilmuan dan Apl. Teknol. Ind., vol. 20, no. 2, p. 175, 2020, doi: 10.36275/stsp.v20i2.287.

H. Ubaya and K. Exhaudi, “Monitoring Temperatur dan Kelembaban Ruang Server Berbasis Web Telegram,” Generic, vol. 12 No 2, pp. 27–31, 2020.

B. I. Gunawan and U. Y. Oktiawati, “JURNAL RESTI Sistem Pemantau dan Pengendali Suhu Ruang Server Menggunakan Fuzzy,” J. Resti, vol. 4, no. 10, pp. 1–9, 2020.




DOI: http://dx.doi.org/10.22441/incomtech.v13i2.17132

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pISSN: 2085-4811
eISSN: 2579-6089
Jurnal URL: http://publikasi.mercubuana.ac.id/index.php/Incomtech
Jurnal DOI: 10.22441/incomtech

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