Telegram bot-based Flood Early Warning System with WSN Integration


Abdul Wahid(1*); Jumadi Mabe Parenreng(2); Welly Chandra Kusumah Kusnandar(3); Puput Dani Prasetyo Adi(4); Dendy Mahabror(5); Ros Sariningrum(6);

(1) Universitas Negeri Makassar
(2) Universitas Negeri Makassar
(3) Universitas Negeri Makassar
(4) BRIN-RI
(5) BRIN-RI
(6) BRIN-RI
(*) Corresponding Author

  

Abstract


Indonesia experiences frequent flooding, with data from the National Disaster Management Agency (BNPB) revealing that floods account for 41% of all natural disasters (1,441 incidents) recorded in 2021. These floods cause significant property damage and casualties. To address this challenge, we have developed a prototype flood early warning system. This system utilizes ultrasonic sensors for real-time water level detection. Sensor data is transmitted to designated personnel through a website interface. Additionally, the system leverages a Telegram bot to deliver flood early warnings directly to the community residing in flood-prone areas. The sensor data comparison test yielded an error rate of only 0.6175% with an average difference of 1 cm, demonstrating the system's accuracy and functionality. Furthermore, a notification test conducted ten times achieved 100% accuracy. The Telegram bot successfully sent text message alerts (alert 1, alert 2, alert 3) with an average delivery time of 4.07 seconds. This prototype offers a promising solution for flood mitigation. By providing real-time water level data and issuing timely alerts via a user-friendly Telegram bot, the system empowers communities to prepare for potential flooding and minimize associated risks.

Keywords


Alert; Early Warning System; Flood; Water Level Detection; Wireless Sensor Network

  
  

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doi  https://doi.org/10.33096/ilkom.v16i2.1699.151-160 		  

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References


B. Merz et al., “Impact Forecasting to Support Emergency Management of Natural Hazards,” Reviews of Geophysics, vol. 58, no. 4, p. e2020RG000704, 2020, doi: 10.1029/2020RG000704.

M. Krichen, M. S. Abdalzaher, M. Elwekeil, and M. M. Fouda, “Managing natural disasters: An analysis of technological advancements, opportunities, and challenges,” Internet of Things and Cyber-Physical Systems, vol. 4, pp. 99–109, 2024, doi: 10.1016/j.iotcps.2023.09.002.

L. Velotti, “Natural Hazards: Tornadoes,” in Encyclopedia of Security and Emergency Management, L. R. Shapiro and M.-H. Maras, Eds., Cham: Springer International Publishing, 2019, pp. 1–4. doi: 10.1007/978-3-319-69891-5_209-1.

F. Ahmad, “A study of Flood on Learning Attitude at Secondary level,” 2018.

T. Osayomi et al., “‘I lost all I had to the flood…’: A Post-Disaster Assessment of the 2018 Kogi State Flood in Nigeria,” 2022.

K. Y. Lim, N. A. Zakaria, and K. Y. Foo, “Water quality assessment of urban catchment after the large-scale flood event: The worst natural tragedy at Pahang River, Malaysia,” DWT, vol. 175, pp. 32–42, 2020, doi: 10.5004/dwt.2020.24790.

Q. Sholihah, W. Kuncoro, S. Wahyuni, S. Puni Suwandi, and E. Dwi Feditasari, “The analysis of the causes of flood disasters and their impacts in the perspective of environmental law,” IOP Conf. Ser.: Earth Environ. Sci., vol. 437, no. 1, p. 012056, Feb. 2020, doi: 10.1088/1755-1315/437/1/012056.

M. Yahya, J. Mabe Parenreng, Suhartono, M. Syahid Nur Wahid, A. Saputra, and A. Wahid, “Early Warning Urgent Logistic Disaster in Rural Area based on Classification Algorithm: Indonesian Case,” in 2021 IEEE 5th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Purwokerto, Indonesia: IEEE, Nov. 2021, pp. 277–282. doi: 10.1109/ICITISEE53823.2021.9655850.

F. N. I. Sari, D. N. Sugianto, and K. Kunarso, “Early Warning System Based on Historical Coastal Flood Events in Semarang City, Indonesia,” GT, vol. 17, no. 2/2022, pp. 14–25, Jul. 2022, doi: 10.21163/GT_2022.172.02.

C. Umari, E. Anggraini, and R. Z. Muttaqin, “Rancang Bangun Sistem Peringatan Dini Banjir Berbasis Sensor Ultrasonik dan Mikrokontroler Sebagai Upaya Penanggulangan Banjir,” vol. 4, no. 2, 2017.

A. Hernowo, Setiyono, and S. S. Prayogo, “Prototipe Sistem Peringatan Dini Banjir Berbasis PLC Omron dan Arduino Uno Sebagai SMS Gateway,” tekno, vol. 23, no. 2, pp. 122–132, 2018, doi: 10.35760/tr.2018.v23i2.2462.

D. Satria, S. Yana, R. Munadi, and S. Syahreza, “Sistem Peringatan Dini Banjir Secara Real-Time Berbasis Web Menggunakan Arduino dan Ethernet,” jtik, vol. 1, no. 1, p. 1, Oct. 2017, doi: 10.35870/jtik.v1i1.27.

K. B. Akhilesh, R&D Management. New Delhi: Springer India, 2014. doi: 10.1007/978-81-322-1946-0.

S. Magistretti, C. Dell’Era, R. Verganti, and M. Bianchi, “The contribution of Design Thinking to the R of R&D in technological innovation,” R&D Management, vol. 52, no. 1, pp. 108–125, 2022, doi: 10.1111/radm.12478.

A. Wahid, S. Luhriani, and R. Jefri, “Implementasi Papan Pengumuman Digital Terintegrasi Berbasis Multimedia Website di Jurusan Bahasa Inggris Fakultas Bahasa dan Sastra UNM,” in Prosiding Seminar Ilmiah Sistem Informasi dan Teknologi Informasi, Makassar, Indonesia: Stmik Dipanegara, Makassar, 2015, pp. 199–207.

Y. S. Parihar, “Internet of Things and Nodemcu A review of use of Nodemcu ESP8266 in IoT products,” vol. 6, p. 1085, Jun. 2019.

P. W. Rusimamto, E. Endryansyah, L. Anifah, R. Harimurti, and Y. Anistyasari, “Implementation of arduino pro mini and ESP32 cam for temperature monitoring on automatic thermogun IoT-based,” IJEECS, vol. 23, no. 3, p. 1366, Sep. 2021, doi: 10.11591/ijeecs.v23.i3.pp1366-1375.

J. Ko, C. Lu, M. B. Srivastava, J. A. Stankovic, A. Terzis, and M. Welsh, “Wireless Sensor Networks for Healthcare,” Proc. IEEE, vol. 98, no. 11, pp. 1947–1960, Nov. 2010, doi: 10.1109/JPROC.2010.2065210.

W. Xu, C. Yan, W. Jia, X. Ji, and J. Liu, “Analyzing and Enhancing the Security of Ultrasonic Sensors for Autonomous Vehicles,” IEEE Internet Things J., vol. 5, no. 6, pp. 5015–5029, Dec. 2018, doi: 10.1109/JIOT.2018.2867917.

A. Djalilov, E. Sobirov, O. Nazarov, S. Urolov, and I. Gayipov, “Study on automatic water level detection process using ultrasonic sensor,” IOP Conf. Ser.: Earth Environ. Sci., vol. 1142, no. 1, p. 012020, Mar. 2023, doi: 10.1088/1755-1315/1142/1/012020.

K. Janani, A. Palanivelu, and R. Sandhya, “Diagnostic accuracy of dental pulse oximeter with customized sensor holder, thermal test and electric pulp test for the evaluation of pulp vitality: an in vivo study,” BDS, vol. 23, no. 1, Jan. 2020, doi: 10.14295/bds.2020.v23i1.1805.

E. Ramadhani, A. Syarifurrahman, and G. P. Mahardhika, “Design System: Networks Status Notification using Telegram Messenger,” IOP Conf. Ser.: Mater. Sci. Eng., vol. 852, no. 1, p. 012131, Jul. 2020, doi: 10.1088/1757-899X/852/1/012131.

H. Husain, I. P. Hariyadi, K. A. Latif, and G. T. Aditya, “Implementation of Port Knocking with Telegram Notifications to Protect Against Scanner Vulnerabilities,” matrik, vol. 23, no. 1, pp. 215–228, Nov. 2023, doi: 10.30812/matrik.v23i1.3459.


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