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Malik Ibrahim
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Journal : journal of soft computing exploration

 1 
Digital image based IoT intelligent fire detection with telegram notification Kharisma, Rizqi Sukma; Ibrahim, Malik
Journal of Soft Computing Exploration Vol. 6 No. 2 (2025): June 2025
Publisher : SHM Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52465/joscex.v6i2.580

Abstract

Due to inadequate handling, fire disasters often result in significant losses and even loss of life. A fire detection system is essential, especially in places prone to fire. In this study, a digital image-based IoT system was built using the YOLO (You Only Look Once) algorithm to detect and provide fire warnings quickly and accurately. This research was conducted to develop a fire detection system from existing research on IoT devices by combining it with digital image processing technology with the YOLOv8 algorithm, as well as integrating the IoT system into the Telegram instant messaging application. This study also combines a fire detection system with a fire sensor, MQ-2 temperature sensor, and MQ-2 smoke sensor. The study results show that the YOLOv8 nano model with ESP32-CAM can detect small flames from candles up to a distance of 220 cm. The ESP32 fire sensor can detect small flames up to a distance of 90 cm and large flames up to a distance of 140 cm. VPS can be sent to the Telegram application, just as the LM35 temperature sensor detects temperatures above 50ºC and the MQ-2 smoke sensor detects smoke levels above 450 ppm. All data obtained can be displayed on the VPS dashboard and the Telegram application.
Co-Authors A.A. Ketut Agung Cahyawan W Agata Iwan Candra Ahmad Ahmad Ahmad, Syukron Al Fachri, Khubaib Alkusaeri Alkusaeri, Alkusaeri Amelia Amelia Amrullah, Mohammad Ghaffar Anggraeni, Farah Nur Azmi, Intan Azmul Fauza Bagas Naga Pratala Haryadi Dadang Krisdianto, Dadang Dara Julana desventri etmy, desventri Dewi Pramita Dewi Puspasari Dina Fadilah Dwi Handayani Dwifi Aprillia Karisma Emi Suhemi Farah Heniati Santosa Farid Ahmadi Farkhani, Moch.Hamim Fathullah Fathullah Habib Ratu Perwira Negara Habibi Ratu Perwira Negara Hafis, Ade Hajar, Baiq Siti Haliman, Nur Heniati Santosa, Farah Hertin, Hilda Hirmaliza Heru Sugiyono Hikami, Nuria Hilmi, Nuriah Hisbullah, Muhammad Ali Indriani, Noni Juliansyah, Rayhan Jumaini, Jumaini Karimah, Ikhwah Kusnul Khotimah Lailata, Afida Lalu Moh Yudha Isnaini Lalu Muhammad Fauzi Lestari, Nadia Puji Lukman El Hakim Ma?ni, Raudatul Ma?rif, Erni Fatun Mahmudah Mahmudah Maiti, Misratun Makhfud Syawaludin Mamira, Adelia Maria Ulfa Masyruri, Masyruri Mm, Zainul Lutfi Moh. Ilham Farihi Muhamad Akrom Muhammad Asril Muhammad Gazali Muhammad, Hanifah Salma Mukhtar Lutfie, Mukhtar Naila, Rahil Najlaa Khayyirah Alkhowarizmi Nila Hayati Nisfiyati, Mazruatun Nur Addin Fatkunada Nur Aini Nur Azizah Nurin Fitria, Halla Octaviola Prilia Ramadhani Purnama Sari Putri Salsabila, Fazira Putri, , Rizky Selvia Qomariyatus Sholihah Rahadi Reswara Rahmadani, Luqiya Suci Restu Pradana, Nanang Rian, Rian Riana Riana Riana Riana, Riana Rizqi Sukma Kharisma Rody Satriawan Ronadzafira, Putri Rosyidin, Muh. Khulafaur SALSABILA, ANNISA Sari , Devista Sari, Putri Kumala Setefani, Fiki Adelia Setyaningsih, Yunika Isma Shofyatun Nufusita, Wahida Sidik Jatmika, Sidik Siti Nur Kholifah Siti Saroh Sitti Marijam Thawil, Sitti Marijam Sofianiyatin, Lilik Solehah, Nuhsi Sunardi Sunardi Susan Fariaton Syaharuddin Syamsu Basiri Syarifuddin Syarifuddin Taufiqurohman, Taufiqurohman Trisnawati Trisnawati Triyatno Triyatno Tulus Warsito, Tulus uddin, Syahar Ulung Pribadi, Ulung Umaiya, Shiska Imadul Utama, Johari Vera Mandailina, Vera Wahab , Reza Abdul Wahidah, Widiya Nurul Wahidiah, Wahidiah Wahilah, Wahilah Walidaini, Nikmatul Yusrizal Zaotul Wardi Zulfikar Akbar Zulhelmi, Zulhelmi Zulkhairi Sofyan