Real Time Smart Trash Bins Monitoring System Using Fuzzy Logic Method in Kuripan Village
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Abstract
The rise of electronic technology has transformed people's lifestyles, and they now want convenience, automation, and flexibility, including when it comes to keeping the environment clean by disposing of rubbish where it belongs. However, despite the importance of this issue, awareness of the need to dispose of waste in its proper place remains low. Additionally, garbage bin supervision in Kuripan Village is still manual, exacerbating the problem of waste accumulation caused by the increasing population. To address this issue, we developed an IoT-based system that utilizes the Fuzzy Logic method. This mathematical approach enables the modeling of uncertainty in data processing. The system allows for real-time monitoring of the garbage load level, notifying staff when action is required. The Fuzzy Logic method is then used to determine the appropriate action based on the garbage load level and the last cleaning time. This research involves developing a prototype that uses NodeMCU ESP8266, HC-SR04 ultrasonic sensor, and LCD for data monitoring. The sensor testing demonstrated an accuracy of approximately 96.7%. The system includes an application interface with a login page, main dashboard, volume dashboard, and time dashboard.
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References
[2] A. R. Abidin, Y. Irawan, Y. Devis, U. Hang, And T. Pekanbaru, “Smart Trash Bin For Management Of Garbage Problem In Society.”
[3] R. Arbi, M. C. Utami, And Q. Aini, “Pemanfaatan Fuzzy Logic Dan Hill Climbing Untuk Optimasi Pengelolaan Tempat Pengolahan Sampah Reduce-Reuse-Recycle (Tps 3r) Pada Dinas Lingkungan Hidup (Dlh) Dki Jakarta,” Jurnal Teknologi Informasi Dan Ilmu Komputer, Vol. 8, No. 6, P. 1195, Nov. 2021, Doi: 10.25126/Jtiik.2021863544.
[4] M. S. Nur Pasha, T. Supriyadi, And R. Hanifatunnisa, “Digitalisasi Sistem Monitoring Sampah Rumahan Berbasis Internet Of Things,” Jitel (Jurnal Ilmiah Telekomunikasi, Elektronika, Dan Listrik Tenaga), Vol. 2, No. 1, Pp. 25–34, Mar. 2022, Doi: 10.35313/Jitel.V2.I1.2022.25-34.
[5] P. K. Srivastava And D. C. Bisht, “Recent Trends And Applications Of Fuzzy Logic. In Advanced Fuzzy Logic Approaches In Engineering Science,” Igi Global, Pp. 327–340, 2019.
[6] H. Kopetz And W. Steiner, “Internet Of Things. In Real-Time Systems: Design Principles For Distributed Embedded Applications,” Cham: Springer International Publishing, Pp. 325–341, 2022.
[7] F. Ratnawati, Juniarto, And T. Musri, “Prototype Sistem Monitoring Tempat Sampah Di Gedung Politeknik Negeri Bengkalis Berbasis Mikrokontroler,” Satin - Sains Dan Teknologi Informasi, Vol. 6, No. 1, Pp. 80–88, Jun. 2020, Doi: 10.33372/Stn.V6i1.615.
[8] A. Tong, S. P. Berasaskan, N. R. Roslan, M. A. Salamat, F. S. Komputer, And T. Maklumat, “Application Smart Dustbin With Iot: Tspintar,” Applied Information Technology And Computer Science, Vol. 3, No. 1, Pp. 514–528, 2022, Doi: 10.30880/Aitcs.2022.03.01.034.
[9] R. B. Alat Et Al., “Rancang Bangun Alat Penyiraman Tanaman Tomat Otomatis Menggunakan Sensor Rtc Berbasis Arduino Uno”, Doi: 10.36418/Comserva.V2i5.317.
[10] V. N. Sulistyawan, N. A. Salim, F. G. Abas, And N. Aulia, “Parking Tracking System Using Ultrasonic Sensor Hc-Sr04 And Nodemcu Esp8266 Based Iot,” In Iop Conference Series: Earth And Environmental Science, Institute Of Physics, 2023. Doi: 10.1088/1755-1315/1203/1/012028.
[11] M. Khalil, S. Bahri, And S. A. Gani, “Perbandingan Logika Fuzzy Metode Mamdani Dan Sugeno Untuk Memprediksi Jumlah Produksi Roti.”
[12] M. Safitri, M. Riziq Zulfian, And K. Kunci, “Aplikasi Smart Trash Bin Monitoring System Berbasis Internet Of Things (Iot),” 2021.