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Journal : Jurnal Algoritma

Implementasi Fuzzy Inference System untuk Klasifikasi Gas Karbondioksida Faricha, Anifatul; Arif, Rangga R.; Adiputra, Dimas; Dwi Putranto, Rifki
Jurnal Algoritma Vol 22 No 2 (2025): Jurnal Algoritma
Publisher : Institut Teknologi Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33364/algoritma/v.22-2.2840

Abstract

Good air quality is vital for human health, one important factor being the range of carbon dioxide levels that can be tolerated by the respiratory system. In this study, the type of gas sensor used was an electrochemical sensor, which has a higher level of selectivity than semiconductor sensors, resulting in more accurate carbon dioxide gas measurements and easier air quality classification. For carbon dioxide readings, this study used an MG-811 gas sensor. Carbon dioxide readings were also compared with a commercial gas measuring device, namely BOSEAN. In addition, the fuzzy inference system method was used to classify air quality into three levels of conditions, namely low, normal, and alert. Based on the data analysis results, the mean absolute percentage error (MAPE) value for the comparison of carbon dioxide gas readings between the MG-811 gas sensor and BOSEAN is 2.23%. Overall, the fuzzy inference system that has been developed works well and can be used to classify air quality automatically.
Co-Authors Abduh Sayid Albana Abdulloh Hamid Nushfi Aditya Yudhistira Afandi, Mas Aly Ahmad Habibi Aldo Juan Widodo Aliffah Rizkianingtyas, Nur Aliffah Rizkiningtyas, Nur Andi Nur Halisyah Anifatul Faricha Annisa'ul Baroroh Ardiansyah Al Farouq Arif, Rangga R. Arif, Rangga Roospratama Aris Kusumawati Arthur Silitonga Bagas Wahyu Prakoso Christian Jose Anto Kurniawan Christian Jose Anto Kurniawan Daffaldi, Rafly Dimas Bagas Wicaksono Dony Setiawan, Ananda Eka Sari Oktarina Era Anzha Naelil Munna Faiz Fanani, Ahmad Fatahillah, Aditya M. Fauzan Rasyid Firmansyah, Ryan Gilbert Wednestwo Samuel Gilbert Wednestwo Samuel Halisyah, Andi Nur Hari Sulistiyo Budi Waspada Hazel Dimas Prayogi, Mohammad Helmy Widyantara Humaidi, Reza Isa Hafidz Khodijah Amiroh Lora Khaula Amifia Lubis, Muhammad Rafli Ramadhan Moch. Bagus Indrastata Moch. Fauzan Rasyid Moch. Iskandar Riansyah Mohammad Yanuar Hariyawan Montolalu, Billy Nadia Dinda Pratama Putri Nathalia, Vita Ayu Nilla Rachmaningrum Nisa Isrofi Nismara, Radithya Anjar Nursyahjaya Ramadaniputra Pangestu Widodo, Pangestu Putra, Aldhitiansyah Putranto, Rifki Dwi Putranto, Rifky Dwi Ramadaniputra, Nursyahjaya Reza Humaidi Rizkianingtyas, Nur Aliffah Robin Addwiyansyah Alfaro Samrat SALSABILA, ANNISA Satria Fajar Rachmadianto Satrio, Kensora Bintang Panji Selamet, Sheila Shelvia Sevia Indah Purnama Shinvalraus Sains Raihan Kanzu Syakira Andriyani Syakira Andriyani Teks, Johnson G. A. Titus Kristanto Tri Rasmana, Susijanto Trisnawati, Azzahra Rizki Sulardi tsani, naufal tsani firjatulloh Ubaidillah Ulfa, Dinda Karisma Ully Asfari Vortis, Cindy G. Wahyu Andy Prastyabudi Yosefan Alfeus Bayuaji