Real-Time IoT-Enabled Multi-Modal Warning System for Preventing Vehicular Brake Fade Accidents

https://doi.org/10.22146/juliet.v7i1.109520

Brian Adam Dwi Yulio(1*), Riza Phahlevi Marwanto(2), Siti Shofiah(3), Faris Humami(4), Ery Muthoriq(5), Helmi Wibowo(6)

(1) Politeknik Keselamatan Transportasi Jalan
(2) Politeknik Keselamatan Transportasi Jalan
(3) Politeknik Keselamatan Transportasi Jalan
(4) Politeknik Keselamatan Transportasi Jalan
(5) Politeknik Keselamatan Transportasi Jalan
(6) Politeknik Keselamatan Transportasi Jalan
(*) Corresponding Author

Abstract


Brake fade due to excessive heat remains a leading cause of vehicular accidents, particularly among heavy-duty and public transportation vehicles. This issue is exacerbated by the limitations of conventional brake monitoring systems that lack real-time response capabilities. To address this challenge, this study develops a Smart Brake Thermal Management system based on Internet of Things (IoT) technology, designed to detect and deliver multi-modal alerts in response to potential brake overheating. The system integrates precision thermocouple sensors, an ESP32 microcontroller, an OLED display, and cloud-based notifications via Telegram. Using a Research and Development (R&D) methodology, the system was validated through six controlled road tests under standardized conditions. Results indicate high temperature measurement accuracy at 98.07% and 98.62% for dual sensor configurations, with system response times of less than two seconds. The warning mechanism effectively delivered synchronized notifications via visual indicators, audible alerts, and instant messaging. This system demonstrated a strong ability to identify the risk of brake fade before critical failure occurred, enhancing vehicular safety significantly. Its modular design and cost-effective implementation also make it suitable for large-scale retrofitting in existing vehicle fleets. The primary contributions of this research include the integration of multi-modal warning systems, real-time thermal monitoring through cloud connectivity, and a predictive approach to brake temperature management that improves proactive safety interventions.

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References

P. K. N. Nikhitha, K. Nandini, D. Manisha, B. H. Nayak, and K. Chaitanya, “Iot Revolution In Road Safety : Preventing Accidents And Saving Lives,” Int. J. Creat. Res. Thoughts, vol. 13, no. 4, pp. 806–813, 2025, [Online]. Available: https://www.ijcrt.org/papers/IJCRT2504556.pdf.

I. INDIARTO, R. A. RAMADHAN, N. A. PURWONO, and I. RUSTENDI, “Analisa Transformasi Gelombang Pada Breakwater Di PLTU Karangkandri Cilacap,” Teodolita: Media Komunkasi Ilmiah di Bidang Teknik, vol. 21, no. 2, 2020.

M. H. Aprianto, A. Wisaksono, and S. Syahrorini, “Rancang bangun sistem peringatan overheating pada suhu kampas rem mobil dengan Telegram,” in Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK), 2023, pp. 448–453. Accessed: Apr. 29, 2026. [Online]. Available: http://ejurnal.itats.ac.id/snestik/article/view/4301

O. P. Shirsath, “IoT Based Hot Axle and Break Binding Detection System in Indian Railway Wagons,” J. Emerg. Technol. Innov. Res., vol. 11, no. 6, pp. 753–760, 2024, [Online]. Available: https://www.jetir.org/papers/JETIR2406982.pdf.

L. Andrianto, “ANALISIS SISTEM REM TROMOL PADA TRAINER SISTEM REM MOBIL SUZUKI FUTURA TAHUN 2003,” Nozzle J. Tek. Mesin, vol. 1, no. 09, 2013, [Online]. Available: https://ejournal.poltekharber.ac.id/index.php/nozzle/article/viewFile/162/160.

H. W. Septriana, G. D. Haryadi, and M. Ariyanto, “Pembuatan dan Pengujian Alat Pengukur Temperatur pada Rem Tromol Kendaraan Roda Dua dengan Remote Measuring System,” J. Tek. Mesin, vol. 5, no. 1, pp. 66–72, 2017.

H. Isyanto, H. Muchtar, R. Rasma, and A. R. Dinata, “Design of Security System Device for Motorized Vehicles through the Telegram Messenger Application and Updating GPS Locations on Smartphones in Real Time with IoT-based Smart Vehicles,” J. Electr. Technol. UMY, vol. 6, no. 2, pp. 67–76, 2022, doi: 10.18196/jet.v6i2.16182.

S. R. Das, S. K. Mohapatra, N. K. Kamila, S. P. Mohanty, and K. P. Swain, “Smart urban transportation: advancing IoT-based thermal management for lithium-ion EV battery packs,” Discov. Internet Things, vol. 5, no. 1, 2025, doi: 10.1007/s43926-025-00121-9.

S. H. Pramudi, D. P. Abdillah, H. Wibowo, and I. M. Suartika, “Prototype of Inspection Exhaust Brake Vehicle Based Microcontroller,” J. Energy Electr. Eng., vol. 5, no. 1, pp. 49–54, 2023, doi: 10.37058/jeee.v5i1.8546.

A. R. Wagyana, “Prototipe Modul Praktik untuk Pengembangan Aplikasi Internet of Things (IoT),” Ilm. Setrum, vol. 8, no. 1, pp. 238–247, 2019, [Online]. Available: https://jurnal.untirta.ac.id/index.php/jis/article/view/6561/pdf_58.

H. Kusumah and R. A. Pradana, “Penerapan Trainer Interfacing Mikrokontroler Dan Internet of Things Berbasis Esp32 Pada Mata Kuliah Interfacing,” J. CERITA, vol. 5, no. 2, pp. 120–134, 2019, doi: 10.33050/cerita.v5i2.237.

D. Desmira and M. Martias, “Optimisasi Pengukuran dan Pengendalian Suhu pada Furnace Industri Menggunakan Termokopel Tipe K dan Sistem PID,” INSANtek, vol. 5, no. 2, pp. 65–70, 2024.

Jusnita, D. A. Fithry, and V. Selviyanty, “Sistem Pengendalian Panas Rem Tromol dengan Water Cooller sebagai Solusi Losse Brake pada Truck,” J. Surya Tek., vol. 9, no. 2, pp. 511–515, 2022.

S. Wijayanta et al., “DESIGN AND DEVELOPMENT OF VAPOR LOCK DETECTION TO PREVENT,” Teknol. Transp. dan Logistik, vol. 5, no. 1, pp. 67–80, 2024, [Online]. Available: https://jurnal.poltradabali.ac.id/jttl/article/view/246/129.

F. S. Gianita, “Kaji Eksperimental Portable Cool Box Menggunakan TEC1-17205 Cascade,” Institut Teknologi Sepuluh Nopember, 2017.

D. R. Hartono, “Monitoring daya listrik berbasis internet of things menggunakan metode simple exponential smoothing untuk prediksi kebutuhan energi,” CYCLOTRON, vol. 6, no. 2, 2023, Accessed: Apr. 29, 2026. [Online]. Available: https://journal.um-surabaya.ac.id/cyclotron/article/view/17948

A. N. Alfan et al., “PROTOTYPE DETEKTOR GAS DAN MONITORING SUHU,” PROSISKO, vol. 9, no. 2, pp. 61–69, 2022, [Online]. Available: https://e-jurnal.lppmunsera.org/index.php/PROSISKO/article/download/5380/2241.

M. A. Ginanjar, I. N. Suyasa, and I. J. P. Dewi, “The The Effect of Using Led Lights (Light Emitting Diode) in the Operation of Bottom Gillnets on Catches In Pangandaran Waters, West Java,” Agrikan J. Agribisnis Perikan., vol. 16, no. 1, pp. 50–59, 2023.

A. R. F. Gani, “Sistem Peringatan Dini Banjir Berbasis Arduino Uno Dengan Notifikasi SMS,” J. Teknol., vol. 9, no. 1, pp. 42–51, 2021, doi: 10.31479/jtek.v9i1.90.

R. Siregar, D. Setiawan, I. Ishak, and S. Sobirin, “Implementasi Internet OF Thing Dan RTC Pada Smart Watering System Tanaman Kedelai Berbasis Nodemcu,” J. Sist. Komput. Triguna Dharma (JURSIK TGD), vol. 1, no. 6, pp. 287–295, 2022, doi: 10.53513/jursik.v1i6.6484.



DOI: https://doi.org/10.22146/juliet.v7i1.109520

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