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Richi Andrianto
Institut Teknologi Dan Sains Padang Lawas Utara
Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Public Health Social Sciences Other

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Journal : The Indonesian Journal of Computer Science

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Application of Fuzzy Logic Mamdani in IoT-Based Air Quality Monitoring Systems Richi Andrianto; Nopi Purnomo; Yuda Irawan
The Indonesian Journal of Computer Science Vol. 13 No. 5 (2024): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i5.4291

Abstract

This study aims to develop and implement an air quality monitoring system using Internet of Things (IoT) technology and Mamdani fuzzy logic. The system integrates sensors to detect PM2.5, PM10, and CO concentrations. Real-time data is processed using fuzzy logic to generate an easily understandable Indeks Standar Pencemar Udara (ISPU). Testing showed 95% accuracy in ISPU measurement, 2-second response time, and 99.5% uptime over 30 days. The Mamdani fuzzy logic effectively handles uncertain data, providing accurate air quality interpretations. The system classifies air quality into different ISPU categories (Good, Medium, Unhealthy, Very Unhealthy, Dangerous) in real-time. The study concludes that integrating IoT and fuzzy logic yields a high-performing, reliable air quality monitoring tool, significantly aiding pollution mitigation and public health. Further research is recommended to enhance algorithms and integrate additional technologies for improved functionality and accuracy.
Co-Authors Abdul Azis Akhyar Nasution Alfian Hasonangan Hasibuan Amanda, Ade Trya Amanda, Putri Ida Anita Febriani Anita Sri Rejeki Hutagaol, Anita Sri Rejeki Annisa Hannum Harahap Ari Rahmad Rahmad Siregar Babang Andika Citra Khoiriah Dandi Rusadi Dermilan Dermilan Dewi Elok Dewi Liana Dini Mawarni F. Irawan Fajri Rahmansyah Farhan Fikriyan Febri Listiana Harahap Feri Irawan Fransiska Harahap Hanif Ahmad Hasibuan Hannum, Sopia Hanum, Fauziah Harahap, Aminah Harahap, Arman Harahap, Aziddin Harahap, Yuskana Harianja, Noviyarnita Hartati, Juni Hasibuan, Hotmaini Hasibuan, Maya Gusrina Ibra Dianaran Siregar Intan Maimunah Irawan, Rina Khoirinnysa Harahap Lubis, Mustopa Husein Muhammad Gusti Fhaturrahman Daulay Muhammad Husein Muhammad Sampurna Mulia Garang Munawir Sajali Harahap Munthe, Ibnu Rasyid Nasution, Rina Irawan Nidar, Putri Novali, Mhd Noviyanti, Risma Nurhadi Panusunan Panusunan Patimah Harahap Pebriana Panggabean Pohan, Eviana Purnomo, Nopi Putri Hanafia Putri, Perra Budiarti Rahayu Putri, Perra Budiarti Rahyu Qodri Mahendar Siregar Rahayu Putri, Perra Budiarti Rahmat Maulana Rambe, Bhakti Helvi Ranizah Mungkur Refni Wahyuni Rina Irawan Sahroki Fikri Harahap Salimah, Sukrina Saputra, Haris Tri Sariona Sariona Siregar, Agus Trinanda Siregar, Novita Siregar, Putri Irawan Sundari, Ayu Supriyanto, Asep Syahputra Harahap, Hasmi Tanjung, Akhir Abadi Tiara Siregar Utami, Urfi Yuda Irawan