Perancangan Sistem Early Warning Kebakaran F-GUARD Menggunakan Decision-Level Sensor Fusion Berbasis Mikrokontroler ESP8266
-
Kearifan Yopimar
*
Universitas Kristen Immanuel, Yogyakarta,
Indonesia
- Gogor Christmass Setyawan Universitas Kristen Immanuel, Yogyakarta, Indonesia
- Agustinus Rudatyo Himamunanto Universitas Kristen Immanuel, Yogyakarta, Indonesia (*) Corresponding Author
Abstract
Domestic fire is a fatal disaster threat that requires a responsive and reliable early detection system to minimize material losses. This research focuses on the design of the F-GUARD fire early warning system which uses a decision-level sensor fusion approach based on the NodeMCU ESP8266 microcontroller. This system integrates the MLX90614 contactless temperature sensor for precision thermal radiation detection, the MQ-2 smoke sensor, and the Infrared Flame Sensor to detect the presence of fire directly. The novelty of this research lies in the implementation of a single exponential smoothing algorithm to dampen noise in temperature data and a hold time mechanism for 15 seconds on the smoke sensor to eliminate chattering and false alarms. Environmental data is processed in real-time and visualized on an OLED screen, with buzzer actuator management based on non-blocking execution. The system transmits telemetry data to a cloud database every 5 seconds and sends instant emergency notifications via Telegram Bot. The main contribution of this research is the integration of the single exponential smoothing algorithm and hold time mechanism which successfully increased fire detection accuracy to 95% and reduced false alarms by up to 80% compared to conventional systems. Test results show that this multi-sensor integration with digital filtering logic is able to detect fire with an accuracy level of 95% and the average system response speed from detection to notification delivery is recorded at 2.5 seconds. Thus, F-GUARD is proven effective in providing more reliable, stable, and adaptive fire mitigation management for modern household environment protection needs.
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References
Alwi, F., & Chusyairi, A. (2022). Sistem deteksi kebakaran menggunakan sensor asap dan sensor api berbasis nodemcu esp8266 pada paud mandiri. Jurnal Mahasiswa Bina Insani, 7(1), 23–34. https://ejournal-binainsani.ac.id/index.php/JMBI/article/download/2198/1646
Andiono, E., Alim, A., & Sidik, F. (2023). Sistem pendeteksi kebakaran dengan nodemcu esp8266 dan arduino nano berbasis internet of things (iot) menggunakan metode fuzzy logic tsukamoto pada perpustakaan politeknik piksi input serang. Jurnal Gerbang STMIK Bani Saleh, 13(1). https://jurnal.stmik.banisaleh.ac.id/ojs2/index.php/JIST/article/download/135/139
Ardiyanto, T., & Supriadi, C. (2024). Rancang bangun sistem monitoring deteksi dini kebakaran ruang server berbasis iot. Jurnal Ilmiah Sistem Informasi, 3(3), 35–45. https://doi.org/10.51903/432zjf74
Fasya, M. R., Efendi, M. M., & Samsumar, L. D. (2024). Implementasi sistem peringatan dini kebakaran rumah berbasis internet of things (iot). Journal of Computer Science and Information Technology, 1(4), 369–378. https://doi.org/10.70248/jcsit.v1i4.1286
Gultom, M. V., & Putro, I. S. (2025). Sistem deteksi kebakaran berbasis iot dengan mikrokontroler esp32. Jurnal Informatika dan Teknik Elektro Terapan, 13(2). https://doi.org/10.23960/jitet.v13i2.6236
Hartono, A., Siswanto, S., & Widjaja, A. (2022, September). Prototype pendeteksi kebakaran menggunakan sensor flame, sensor dht11 dan mikrokontroler nodemcu esp8266 berbasis website. Prosiding Seminar Nasional Mahasiswa Fakultas Teknologi Informasi (SENAFTI), 1(1), 734–741. https://senafti.budiluhur.ac.id/senafti/article/download/30/177
Khasanah, A. U., Azizah, N., Ilmah, N., Bahtiar, T. B., Riswira, R., & Putri, A. A. (2024). Perancangan sistem deteksi kebakaran menggunakan esp32 dengan notifikasi blynk. Joule (Journal of Electrical Engineering), 46–53. https://doi.org/10.61141/joule.v5i2.738
Kusumo, B., & Ardiansyah, T. (2024). Rancang bangun sistem pendeteksi kebakaran berbasis mikrokontroler esp32. Jurnal Elektro, 12(1), 48–68. https://jurnalteknik.unkris.ac.id/index.php/jie/article/download/440/350
Mandiasa, P., Wijaya, I. N. S. W., & Arthana, I. K. R. (2026). Perancangan sistem early warning kebakaran berbasis iot pada data center upa tik undiksha. Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI), 4(3), 2383–2394. https://ejurnal.lkpkaryaprima.id/index.php/juktisi/article/download/888/597
Murtopo, A., & Ahsan, A. N. (2025). Perancangan sistem peringatan dini bahaya kebakaran berbasis mikrokontroler arduino. Jurnal Elektrosista, 13(1), 56–68. https://doi.org/10.63824/jtep.v13i1.401
Najib, M. A., Syuhada, A., Irfianton, W. D., & Sulartopo, S. (2023). Sistem deteksi kebakaran menggunakan esp32 dan arduino. Semnastekmu, 3(1), 211–218. https://doi.org/10.51903/semnastekmu.v3i1.216
Napu, A., Kembuan, O., & Santa, K. (2022). Sistem peringatan dan penanganan dini kebakaran berbasis internet of things (iot). JOINTER: Journal of Informatics Engineering, 3(01), 10–16. https://doi.org/10.53682/jointer.v3i01.45
Nuryadin, R. A., Yusuf, A. R., Reza, M., & AK, P. S. D. (2024). Prototype sistem deteksi kebakaran menggunakan sensor mq-2 dan flame sensor berbasis iot. Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI), 5(04), 877–885. https://doi.org/10.30998/jrami.v5i4.11149
Prasetyo, D. Y. (2024). Rancang bangun sistem deteksi asap dan api berbasis iot dan telegram di labor ftik universitas islam indragiri. TEKNOFILE: Jurnal Sistem Informasi, 2(7), 504–512. https://jurnal.nawansa.com/index.php/teknofile/article/download/385/121
Rahayu, N. (2022). Perancangan sistem peringatan dini kebakaran berbasis esp8266 menggunakan sensor fusion. STORAGE: Jurnal Ilmiah Teknik dan Ilmu Komputer, 1(4), 12–17. https://www.journal.literasisains.id/index.php/storage/article/download/1085/665
Ravly, M., Kasrani, M. W., & Setianingsih, D. P. (2025). Perancangan sistem deteksi kebakaran berbasis internet of things dan terintegrasi notifikasi whatsapp. Jurnal Teknik Elektro Uniba (JTE UNIBA), 10(1), 648–656. https://doi.org/10.36277/jteuniba.v10i1.1293
Safitri, H. K., Dewatama, D., Pracoyo, A., & Wicaksono, R. A. (2022). Perancangan sistem pendeteksi kebakaran rumah menggunakan iot (internet of things). Jurnal Elektronika dan Otomasi Industri, 9(3), 294–299. https://pdfs.semanticscholar.org/19d3/26832edd9dc8f77fa362f11d429d8f6988ef.pdf
Salindeho, G. G., & Wellem, T. (2023). Perancangan dan implementasi sistem pendeteksi dan peringatan kebakaran berbasis iot menggunakan nodemcu esp8266 dan sensor api. IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi, 2(3), 179–191. https://doi.org/10.24246/itexplore.v2i03.2023.pp179-191
Saputro, U. A., & Tuslam, A. (2022). Sistem deteksi kebakaran berbasis internet of things dengan pesan peringatan menggunakan nodemcu esp8266 dan platform thingspeak. Jurnal Infomedia: Teknik Informatika, Multimedia & Jaringan, 7(1), 2548-1180. https://pdfs.semanticscholar.org/2dcb/777c0634d78dcbb403453895f917838f0478.pdf
Windarto, W., Hiram, T. P. B. P. S., & Bongsoikrama, J. (2026). Penguatan kesiapsiagaan kebakaran melalui sistem peringatan dini berbasis sensor dan edukasi mitigasi di kantor kecamatan pancalang. Jurnal Penelitian dan Pengabdian Masyarakat, 4(2), 563–573. https://doi.org/10.61231/a65pxm23
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