IMPLEMENTATION OF LINIER REGRESSIONUSING THE JSN-SR04T SENSOR FOR THE MONITORING WATER LEVEL IN WATER TANKS THROUGH ANTARES PLATFORM

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Garnis Hasna Iftinan Apsari
Sigit Pramono
Nur Afifah Zen

Abstract

Its use as a water storage location means that it is not uncommon for the water tank to overflow if the water level exceeds the maximum limit. One of the airtight ultrasonic sensors is the JSN-SR04T ultrasonic sensor for measuring water levels. However, this sensor has a weakness in the measurement reading that is less accurate. One way to improve the accuracy of this sensor's reading is to use the Linear Regression method. The purpose of this research is to test the accuracy of sensor measurement and the effect of linear regression implementation. The platform used in this research is Antares which is used for storing measurement data results. The results of the sensor measurement test show that the sensor is less accurate in measurement, after being implemented with the linear regression method the measurement results are approaching accurate but there is still a slight difference. The linear regression method is able to improve the accuracy of measurement data results better than before using linear regression.

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How to Cite
[1]
G. . Hasna Iftinan Apsari, S. Pramono, and N. A. Zen, “IMPLEMENTATION OF LINIER REGRESSIONUSING THE JSN-SR04T SENSOR FOR THE MONITORING WATER LEVEL IN WATER TANKS THROUGH ANTARES PLATFORM”, jeepa, vol. 2, no. 2, pp. 123–129, Nov. 2022.
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References

M. A. Delwizar, A. Arsenly, H. Irawan, M. Jodiansyah, and R. M. Utomo, “Perancangan Prototipe Sistem Monitoring Kejernihan Air Dengan Sensor Turbidity Pada Tandon Berbasis IoT,” J. Teknol. Elektro, vol. 12, no. 3, 2021, doi: 10.22441/jte.2021.v12i3.002.

D. Sasmoko, H. Rasminto, and A. Rahmadani, “Rancang Bangun Sistem Monitoring Kekeruhan Air Berbasis IoT pada Tandon Air Warga,” J. Inform. Upgris, vol. 5, no. 1, 2019, doi: 10.26877/jiu.v5i1.2993.

E. Dewanto and J. Yoseph, “Tandon Air Otomatis Dengan Sistem Monitoring Melalui Android Berbasis Arduino Uno,” Autocracy, vol. 5, no. 1, 2018.

A. Muslim, S. Suprijanto, T. Irmayanti, and K. D. Andini, “Prototipe Kontrol Level Bejana Ukur Standar Berbasis Arduino, Sensor Ultrasonik, dan AC control speed Motor termodifikasi,” J. Otomasi, Kontrol, dan Instrumentasi, vol. 12, no. 1, 2020, doi: 10.5614/joki.2020.12.1.4.

U. M. Arief, “Pengujian Sensor Ultrasonik PING untuk Pengukuran Level Ketinggian dan Volume Air,” J. Ilm. “Elektrikal Enjiniring” UNHAS, vol. 09, no. 02, 2011.

A. Chobir, A. Andang, and N. Hiron, “Sistem deteksi elevasi permukaan air sungai dengan sensor ultrasonic berbasis arduino,” J. Siliwangi, vol. 3, no. 1, 2017.

A. Hijriani, K. Muludi, and E. A. Andini, “Implementasi Metode Regresi Linier Sederhana Pada Penyajian Hasil Prediksi Pemakaian Air Bersih Pdam Way Rilau Kota Bandar Lampung Dengan Sistem Informasi Geofrafis,” Inform. Mulawarman J. Ilm. Ilmu Komput., vol. 11, no. 2, 2016, doi: 10.30872/jim.v11i2.212.

M. Imam Muklisin, Ahmad Sholehuddin, “Pendeteksi Volume Tandon Air Secara Otomatis Menggunakan Sensor Ultrasonic Berbasis Arduino Uno R3,” J. Qua Tek., vol. 7, no. 2, 2017.

I. W. A. W. K. Heru Purwanto, Malik Riyadi, Destiana Windi Widi Astuti, “Komparasi Sensor Ultrasonik HC-SR04 Dan JSN-SR04T Untuk Apikasi Sistem Deteksi Ketinggian Air,” J. SIMETRIS, vol. 10, no. 2, 2019.

A. A. Yuwono, A. Suhendi, and ..., “Sistem Pengolahan Data Hasil Pengamatan Tanaman Hidroponik Menggunakan Regresi Linier Untuk Estimasi Berbasis Iot,” eProceedings …, 2020.

Y. Koerniawan, I. Kharisman, and H. L. S. Silalahi, “MONITORING KWH BERBASIS SYMPTOM MANAGEMENT DAN IOT UNTUK PENGHEMATAN LISTRIK PABRIK X,” Technologic, vol. 11, no. 2, 2020, doi: 10.52453/t.v11i2.303.

M. Jaishree, P. Navina, V. Naumitha Prebha, and P. Priyadharshini, “IoT Assisted Motor Monitoring System for Industries,” 2021, doi: 10.1109/ICACCS51430.2021.9441950.

A. R. Rivai and B. A. Wardijono, “Purwarupa Sistem Kendali Kemudi Kendaraan Roda Empat menggunakan Giroskop pada Realitas Virtual Berbasis Mikrokontroler ESP-WROOM-32,” Eng. Math. Comput. Sci. J., vol. 3, no. 3, 2021, doi: 10.21512/emacsjournal.v3i3.7705.

M. Nurkamid and A. Widodo, “Penerapan Wireless Sensor Network Untuk Monitoring Lingkungan Menggunakan Modul ESP-WROOM32,” Ikraith-Informatika, vol. 5, no. 3, 2021.

A. Rizal, G. Aditya, and H. Nurdiansyah, “Fish Feeder for Aquaculture with Fish Feed Remaining and Feed Out Monitoring System Based on IoT,” Procedia Eng. Life Sci., vol. 1, no. 2, 2021, doi: 10.21070/pels.v1i2.983.

L. Lutfianto, F. Rofi’i, and M. Mukhsim, “SISTEM PENGENDALIAN GENERATOR SET SECARA WIRELESS BERBASIS ARDUINO DENGAN MODBUS TCP DAN LOGIKA FUZZY,” Tek. Eng. Sains J., vol. 2, no. 1, 2018, doi: 10.51804/tesj.v2i1.221.1-10.

F. Rofi, M. Mukhsim, and Lutfianto, “SISTEM PENGENDALIAN GENERATOR SET SECARA WIRELESS BERBASIS ARDUINO DENGAN MODBUS TCP DAN LOGIKA FUZZY,” Tek. Eng. Sains J., vol. 2, no. 1, 2018.

M. R. -Alfariski, M. Dhandi, and A. Kiswantono, “Automatic Transfer Switch (ATS) Using Arduino Uno, IoT-Based Relay and Monitoring,” JTECS J. Sist. Telekomun. Elektron. Sist. Kontrol Power Sist. dan Komput., vol. 2, no. 1, p. 1, 2022, doi: 10.32503/jtecs.v2i1.2238.

A. F. Anggriawan, D. Darlis, and A. Novianti, “Implementasi Smart Garden Watering pada Taman Asrama Universitas Telkom Berbasis Android Menggunakan Antares Database,” e-Proceeding Appl. Sci., vol. 5, no. 2, 2019.

I. N. Farikha, Hafidudin, and D. N. Ramadan, “Prototype Detektor Bencana Tanah Longsor Menggunakan Accelerometer and Gyroscope Sensor Dengan Konsep Internet of Things ( IoT ),” J. Teknol. Technoscientia, vol. 6, no. 2, 2020.

Nurdian Wiko, “Arduino IDE, Pengertian dan istilah yang sering digunakan,” ide bebas, 2019. .

Arduino, “Arduino IDE 1.8.16,” Sofware Arduino, 2021. .