Implementation of Fuzzy Logic Sugeno on a Website-Based for Flood Monitoring and Early Detection System
DOI:
https://doi.org/10.31849/digitalzone.v15i2.23356Keywords:
Flood, Monitoring System, ESP32, Fuzzy Logic Sugeno, Real-time WebsiteAbstract
Floods are common in Indonesia, especially in Aceh, and are caused by various factors, such as high rainfall during the rainy season, resulting in material and life losses. Developing a flood monitoring and early detection system is essential to reduce the negative impact of flooding. This research introduces the implementation of the Fuzzy Logic Sugeno method on a web-based flood monitoring and early detection system, which uses ESP32 and accurate sensors to monitor water level and water flow. Testing is done through two approaches. First, the water level and flow parameters were manipulated manually to test the system's response to changing conditions. Secondly, tests were conducted automatically until the prototype aquarium was complete to see the system's ability to detect potential flooding. The test results show that the system can automatically recognize potential flooding, take preventive actions, such as opening or closing floodgates, and provide real-time condition information through a Website.
References
Saskia Eka Cahyani, Tatang Rohana, And Santi Arum Puspita Lestari, “Implementation Of Fuzzy Logic In Rice Field Irrigation System To Improve Water Use Efficiency Based On Iot,” INFOTECH J. Inform. Teknol., Vol. 4, No. 1, Pp. 37–46, 2023, Doi: 10.37373/Infotech.V4i1.496.
A. R. S. Rosida, “Prototype Of Flood Early Warning System Based On Iot-Based River Elevation (Case Study: Gedebage District),” Pp. 13–56, 2021.
A. Diriyana Et Al., “Water Level Monitoring And Flood Early Warning Using Microcontroller With Iot Based Ultrasonic Sensor,” J. Tek. Inform. C.I.T, Vol. 11, No. 1, Pp. 22–28, 2019.
Sabaruddin, A. Al Hafiz, And D. H. Pane, “Implementation Of Internet Of Things (Iot) Based Fuzzy Method For Flood Early Warning,” J. Sist. Komput. Triguna Dharma (JURSIK TGD), Vol. 1, No. 1, P. 26, 2022, Doi: 10.53513/Jursik.V1i1.4805.
M. Z. Arifin, E. Utami, And E. Pramono, “Design Of Flood Early Detection System Using DTMF Transmission Technique Based On 433 Mhz RF Module And Arduino,” J. Teknol. Inf. Dan Komun., Vol. 8, No. 2, 2020.
R. Dias Valentin, M. Ayu Desmita, And A. Alawiyah, “Microcontroller Based Ultrasonic Sensor Implementation For Flood Early Warning System,” Jimel, Vol. 2, No. 2, Pp. 2723–598, 2021.
J. N. Kusteja And D. N. P. Pratamawari, “1s Analysis Of Evolutionary Trends In Arithmetic Network Architecture 1 . 1,” Vol. 2, No. 4, Pp. 48–59, 2022.
Dimas Maulana Hakim, Tri Hastono, And Yanuar Arifia Ranggana, “Application Of Sugeno Fuzzy Logic In Predicting The Amount Of Income Commission At Toko Karunia Ijo In Malang,” J. Publ. Ilmu Komput. Dan Multimed., Vol. 3, No. 1, Pp. 90–104, 2024, Doi: 10.55606/Jupikom.V3i1.2583.
Yendrizal, “Implementation Of Artificial Intelligence For Company Employee Recruitment With Sugeno Fuzzy Concepts,” Vol. 08, No. 340, Pp. 161–170, 2023.
R. Risdiandi, “Analysis Of How Ultrasonic Sensors Work Using Arduino Uno Microcontroller To Design An Automatic Flood Detection Tool,” OSF Prepr. January, Vol. 1, No. January 2020, P. 1, 2021, Doi: 10.13140/RG.2.2.24386.61123.
R. T. Adek, M. Ula, And B. Bustami, “Efficient Hygro-Thermal And Ammonia Control In Day-Old Chick Brooding Box Using Internet Of Things And Tsukamoto Fuzzy Controller,” IOP Conf. Ser. Earth Environ. Sci., Vol. 1356, No. 1, 2024, Doi: 10.1088/1755-1315/1356/1/012119.
V. Pravalika And C. Rajendra Prasad, “Internet Of Things Based Home Monitoring And Device Control Using Esp32,” Int. J. Recent Technol. Eng., Vol. 8, No. 1 Special Issue 4, Pp. 58–62, 2019.
M. Ula, M. Muliani, R. T. Adek, And B. Bustami, “Optimizing Water Condition In Tropical Brackish Water Aquaponics: A Novel Internet Of Things And Machine Learning Approach,” IOP Conf. Ser. Earth Environ. Sci., Vol. 1356, No. 1, 2024, Doi: 10.1088/1755-1315/1356/1/012055.
Siswanto, Ikin Rojikin, And Windu Gata, “Utilization Of DHT-22 Temperature Sensor, HC-SR04 Ultrasonic To Control Pool With Email Notification,” J. RESTI (Rekayasa Sist. Dan Teknol. Informasi), Vol. 3, No. 3, Pp. 544–551, 2019, Doi: 10.29207/Resti.V3i3.1334.
Habibullah Akbar, Diah Aryani, And Muhamad Bahrul Ulum, “Urban Area Flood Detection Based On Digital Image Convolutional Neural Network (Vgg19),” J. Tek. Mesin, Elektro Dan Ilmu Komput., Vol. 2, No. 3, Pp. 82–91, 2022, Doi: 10.55606/Teknik.V2i3.798.
A. Saputra, “USING ARDUINO UNO,” Vol. 2, No. 3, Pp. 1–12, 2022.
H. Hafidz, “Automatic Design Of Product Separator Conveyor Based On Color Based On Arduino Nano At Pt. Jonan Indonesia,” J. Vocat. Educ., Vol. 1, No. 1, 2022.
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