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Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting

Oil palm harvesting is a labor-intensive activity and yet it was rarely investigated. Studies showed that complementing human motion analysis with musculoskeletal modelling and simulation can provide valuable information about the dynamics of the joints and muscles. Therefore, this study aims to be...

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Autores principales: Chan, Yon Sin, Teo, Yu Xuan, Gouwanda, Darwin, Nurzaman, Surya Girinatha, Gopalai, Alpha Agape, Thannirmalai, Subbiah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9107475/
https://www.ncbi.nlm.nih.gov/pubmed/35568759
http://dx.doi.org/10.1038/s41598-022-12088-6
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author Chan, Yon Sin
Teo, Yu Xuan
Gouwanda, Darwin
Nurzaman, Surya Girinatha
Gopalai, Alpha Agape
Thannirmalai, Subbiah
author_facet Chan, Yon Sin
Teo, Yu Xuan
Gouwanda, Darwin
Nurzaman, Surya Girinatha
Gopalai, Alpha Agape
Thannirmalai, Subbiah
author_sort Chan, Yon Sin
collection PubMed
description Oil palm harvesting is a labor-intensive activity and yet it was rarely investigated. Studies showed that complementing human motion analysis with musculoskeletal modelling and simulation can provide valuable information about the dynamics of the joints and muscles. Therefore, this study aims to be the first to create and evaluate an upper extremity musculoskeletal model of the oil palm harvesting motion and to assess the associated Musculoskeletal Disorder (MSD) risk. Tests were conducted at a Malaysia oil palm plantation. Six Inertial Measurement Units (IMU) and Surface Electromyography (sEMG) were used to collect kinematics of the back, shoulder and elbow joints and to measure the muscle activations of longissimus, multifidus, biceps and triceps. The simulated joint angles and muscle activations were validated against the commercial motion capture tool and sEMG, respectively. The muscle forces, joint moments and activations of rectus abdominis, iliocostalis, external oblique, internal oblique and latissimus dorsi were investigated. Findings showed that the longissimus, iliocostalis and rectus abdominis were the primary muscles relied on during harvesting. The harvesters were exposed to a higher risk of MSD while performing back flexion and back rotation. These findings provide insights into the dynamical behavior of the upper extremity muscles and joints that can potentially be used to derive ways to improve the ergonomics of oil palm harvesting, minimize the MSD risk and to design and develop assistive engineering and technological devices or tools for this activity.
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spelling pubmed-91074752022-05-16 Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting Chan, Yon Sin Teo, Yu Xuan Gouwanda, Darwin Nurzaman, Surya Girinatha Gopalai, Alpha Agape Thannirmalai, Subbiah Sci Rep Article Oil palm harvesting is a labor-intensive activity and yet it was rarely investigated. Studies showed that complementing human motion analysis with musculoskeletal modelling and simulation can provide valuable information about the dynamics of the joints and muscles. Therefore, this study aims to be the first to create and evaluate an upper extremity musculoskeletal model of the oil palm harvesting motion and to assess the associated Musculoskeletal Disorder (MSD) risk. Tests were conducted at a Malaysia oil palm plantation. Six Inertial Measurement Units (IMU) and Surface Electromyography (sEMG) were used to collect kinematics of the back, shoulder and elbow joints and to measure the muscle activations of longissimus, multifidus, biceps and triceps. The simulated joint angles and muscle activations were validated against the commercial motion capture tool and sEMG, respectively. The muscle forces, joint moments and activations of rectus abdominis, iliocostalis, external oblique, internal oblique and latissimus dorsi were investigated. Findings showed that the longissimus, iliocostalis and rectus abdominis were the primary muscles relied on during harvesting. The harvesters were exposed to a higher risk of MSD while performing back flexion and back rotation. These findings provide insights into the dynamical behavior of the upper extremity muscles and joints that can potentially be used to derive ways to improve the ergonomics of oil palm harvesting, minimize the MSD risk and to design and develop assistive engineering and technological devices or tools for this activity. Nature Publishing Group UK 2022-05-14 /pmc/articles/PMC9107475/ /pubmed/35568759 http://dx.doi.org/10.1038/s41598-022-12088-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chan, Yon Sin
Teo, Yu Xuan
Gouwanda, Darwin
Nurzaman, Surya Girinatha
Gopalai, Alpha Agape
Thannirmalai, Subbiah
Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title_full Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title_fullStr Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title_full_unstemmed Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title_short Musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
title_sort musculoskeletal modelling and simulation of oil palm fresh fruit bunch harvesting
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9107475/
https://www.ncbi.nlm.nih.gov/pubmed/35568759
http://dx.doi.org/10.1038/s41598-022-12088-6
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