logic controller is expected to be able to adjust the
sensor position more accurately and automatically.
In contrast, the sonar sensor can detect objects in the
water, even though the water is cloudy and the
colour of the sediment tends to be dark. It also adds
to the repertoire of knowledge of controlling electric
vehicles that are activated in water.
4 Conclusion
Arduino as a controller can be used to measure the
volume of sediment, with an electronic circuit
consisting of Arduino Mega 2560, two BTS 7960
motor drivers, three Adjustable Infrared Sensor
Switch, LCD (Liquid Crystal Display) + I2C, PG45
motor, PG28 motor with internal Rotary Encoder,
Hitec HS-5625MG servo motor, 24 Volts DC
source, and a 5 Volt DC.
The PID algorithm controls the motor in
lowering the infrared sensor so that it can be done
automatically and immediately stops at a
predetermined position. The optimal values if the
sensor and the object to be detected were out of the
water are Kp=1,6, Ki = 0,8 dan Kd = 0. The optimal
values if the sensor and the object to be detected
were in the water are Kp=1,2, Ki=0,6, and Kd=0.
The time to reach the target is also different. For
conditions outside the water, it takes 12.11 seconds,
while in the water, it takes 14.88 seconds to reach
the target.
References:
[1] Akbar Muhamad, “82 Persen Sungai di
Indonesia Tercemar dan Kritis | Republika
Online.” 2019, [Online]. Available:
https://nasional.republika.co.id/berita/nasion
al/umum/porsc1383/82-persen-sungai-di-
indonesia-tercemar-dan-kritis.
[2] A. Rodríguez-Molina, M. G. Villarreal-
Cervantes, and M. Aldape-Pérez, “An
adaptive control study for the DC motor
using meta-heuristic algorithms,” Soft
Comput., vol. 23, no. 3, pp. 889–906, 2019,
DOI: 10.1007/s00500-017-2797-y.
[3] H. Ghafoor and Y. Noh, “An Overview of
Next-Generation Underwater Target
Detection and Tracking: An Integrated
Underwater Architecture,” IEEE Access, vol.
7, pp. 98841–98853, 2019, DOI:
10.1109/access.2019.2929932.
[4] S. P. Sari, “Deteksi dan Interpretasi Target
Di Dasar Laut Menggunakan Instrumen Side
Scan Sonar.,” 2009.
[5] R. Diamant, D. Kipnis, E. Bigal, A.
Scheinin, D. Tchernov, and A. Pinchasi, “An
Active Acoustic Track-Before-Detect
Approach for Finding Underwater Mobile
Targets,” IEEE J. Sel. Top. Signal Process.,
vol. 13, no. 1, pp. 104–119, 2019, DOI:
10.1109/JSTSP.2019.2899237.
[6] Peter V. Ridd, “A sediment level sensor for
erosion and siltation detection,” Estuar.
Coast. Shelf Sci., vol. 35, no. 4, pp. 353–362,
1992, [Online]. Available:
https://www.sciencedirect.com/science/articl
e/abs/pii/S0272771405800320.
[7] M. H. Assaf, G. Voicu, and E. M. Petriu,
“The Use of Kalman Filter Techniques for
Ship Track Estimation,” Wseas Trans. Syst.,
vol. 19, pp. 7–13, 2020, DOI:
10.37394/23202.2020.19.2.
[8] Y. Tajima, K. Gunasekara, and H. T.
Nguyen, “Satellite-based monitoring of
contrasting characteristics of suspended
sediment discharged from the Red and the
Ma river systems along the northern coast of
Vietnam,” Int. J. Sediment Res., vol. 34, no.
3, pp. 191–204, 2019, doi:
10.1016/j.ijsrc.2018.08.004.
[9] C. Beveridge et al., “Stakeholder-driven
development of a cloud-based, satellite
remote sensing tool to monitor suspended
sediment concentrations in major Bangladesh
rivers,” Environ. Model. Softw., vol. 133, no.
August, p. 104843, 2020, DOI:
10.1016/j.envsoft.2020.104843.
[10] Java(TM) Platform SE binary, “Arduino
1.6.12.” [Online]. Available:
https://arduino.updatestar.com/edit/1.6.12.
[11] A. Daoud, “An Arduino-based low-cost
hardware for temperature control,” WSEAS
Trans. Syst., vol. 20, pp. 54–66, 2021, DOI:
10.37394/23202.2021.20.8.
[12] T. Emami, “Mixed Sensitivity Design of
Discrete-Time PID Controllers,” vol. 17, pp.
137–145, 2018.
[13] K. Mustafa, A. Albagoul, and M. Saad,
“Design of Fuzzy Adaptive PID Controller
for Nonlinear Multivariable,” vol. 18, pp.
262–269, 2019.
[14] A. Juanda, “Perancangan Self-Tuning PID,”
pp. 5–23, 2009, [Online]. Available:
https://elib.unikom.ac.id/files/disk1/365/jbpt
unikompp-gdl-anggajuand-18247-4-
babii.pdf.
WSEAS TRANSACTIONS on SYSTEMS
DOI: 10.37394/23202.2022.21.25
Sri Arttini Dwi Prasetyowati, Bustanul Arifin,
Akhmad Syakhroni, Muhammad Khoirun Faza