Mechanical Control System Design for Mass-Based Sorting of Oil Palm Fresh Fruit Bunches
DOI:
https://doi.org/10.59097/jasae.v4i2.95Keywords:
Palm Oil, Smart Machine, Tool, CircuitAbstract
Fresh fruit bunch sorting process palm oil (FFB) in palm oil mills still uses manual methods and relies on harvesters or graders, therefore a smart machine vision tool was created based on multispectral imaging for sorting and grading oil palm fresh fruit bunches. This tool functions as a sorting tool for fresh oil palm fruit bunches. This tool is designed for a sorting system based on mass ≤ 5kg as well as mechanisms and working systems of mechanical controls on sorting tools. Oil palm fresh fruit bunches are weighed using the load cell in the sorter, and then the results of the FFB weight reading on the load cell will be aligned using other digital scales that have been calibrated using the linear regression method. Regression equation results from 15 FFB samples were obtained, yielding an increased coefficient of determination (R2) of 0.99. Therefore, a schematic design of the microcontroller control system will be obtained as well as the mechanism and working system of mechanical control on the palm fruit sorting tool based on mass.
References
I. O. Harmailil, “Sistem optik pencitraan multispektral berbasis LED dan metode deteksi objek YOLO untuk klasifikasi kematangan tandan buah segar kelapa sawit,” Undergraduate thesis, Dept. Phys., Faculty of Mathematics and Natural Sciences, Universitas Riau, Pekanbaru, Indonesia, 2023.
H. Mohammad, S. Kishore, and J. Prasetyo, “Developing an object detection and gripping mechanism algorithm using machine learning,” Journal of Applied Science and Advanced Engineering, vol. 1, no. 2, pp. 47–54, Sep. 2023, doi: 10.59097/jasae.v1i2.
A. Bhargava and A. Bansal, “Fruits and vegetables quality evaluation using computer vision: A review,” Journal of King Saud University-Computer and Information Sciences, 2018.
Imnadir, A. K. Junaidi, and M. Dalil, “Control of Automatic Beverage Bottle Filling Process Using P and Team Viewer IoT.” Journal of Ocean, Mechanical and Aerospace-science and engineering-, vol. 66, no. 2, pp. 69-76, Jul. 2022, doi://doi.org/10.36842/jomase.v66i2.309.
L. Fernandes and B.R Shivakumar, “Identification and Sorting of Object based on Shape and Colour using robotic Arm”, in Proc. 4th Int. Conf. Inventive Systems Control (ICISC), 2020, pp. 866-871, 2020, doi: 10.1109/ICISC47916.2020.9171196.
D. S. Arief, E. Fitra, Minarni, Herman, and R. Salambue, “Modeling of Control System on Sorting Palm Fruit Machine by Using Arduino Microcontroller”, Journal of Ocean, Mechanical and Aerospace-science and engineering-, vol. 52, no. 1, pp. 1–5, 2018, doi: 10.36842/jomase.v52i1.44.
A. L. Khakim and S. Purbawanto, “Rancang bangun alat timbang digital berbasis AVR tipe ATmega 32”, Jurnal Teknik Elektro, vol. 7, no. 2, pp. 71–75, 2015, doi: 10.15294/jte.v7i2.8591.
Wahyudi, A. Rahman, and M. Nawawi, “Perbandingan nilai ukur sensor load cell pada alat penyortir buah otomatis terhadap timbangan manual,” ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika, vol. 5, no. 2, pp. 207–220, 2017, doi: 10.26760/elkomika.v5i2.207.
A. N. Rashid, N. M. Yahya, and A. Senawi, “Investigation of the automatic sorting machine based on PLC-pneumatic system,” Journal of Physics: Conference Series, vol. 2933, no. 1, Art. no. 012025, 2025, doi: 10.1088/1742-6596/2933/1/012025.
A. Prasad, M. Gowtham, S. Mohanraman, and M. Suresh, “Automatic sorting machine,” International Research Journal of Multidisciplinary Technovation, vol. 2, no. 1, pp. 7–12, 2020, doi: 10.34256/irjmt2102.
L. Xiong, T. Zhang, A. Yuan, and Z. Zhang, “Research on filtering algorithm of vehicle dynamic weighing signal,” World Electric Vehicle Journal, vol. 15, no. 6, Art. no. 254, 2024, doi: 10.3390/wevj15060254.
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Copyright (c) 2026 Abdul Khair Junaidi, Dodi Sofyan Arief, Dalil Dalil, Fadhil Fajri

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