Development and assessment of a wearable waist-assistive exoskeleton for agricultural tasks
Journal
American Society of Agricultural and Biological Engineers Annual International Meeting, ASABE 2021
Journal Volume
3
Pages
1535-1545
Date Issued
2021
Author(s)
Hsu S.-W
Abstract
Bone, muscle, and spine diseases caused by workplace tasks are called work-related musculoskeletal disorders (WMSD). Agricultural workers are most likely to suffer with WMSD due to long working hours and intensive manual work. The purpose of this study is to develop and assess a waist-assistive exoskeleton for agricultural workers to reduce the risk of WMSD and improve work efficiency. An ergonomic evaluation system which consists of wearable inertial measurement unit (IMU) sensors was developed to assess work quality in agricultural tasks. The evaluation system was used to conduct three ergonomic assessments: rapid upper limb assessment (RULA), rapid entire body assessment (REBA), and agricultural whole-body assessment (AWBA). The assessment of these four common agricultural tasks in Taiwan revealed that stooping entailed the highest risk of WMSD. Together with the evaluation system, MonoBearExo, a novel and lightweight wearable exoskeleton, was developed to reduce the risk of WMSD. It was designed to support the waist of agricultural workers when performing stooping and repetitive lifting tasks. The exoskeleton, with a total weight of only 5.5 kg, is driven by a hybrid-powered system which consists of electrical rotation motors and a mechanical energy storage system. The system has a maximum output torque of 53.3 Nm for supporting bending motion via cables, and driving both legs. The implemented motion recognition model for precise heavy object lifting detection can achieve an F1-score of 0.92; it was found to be suitable for several individuals. Compared to recently developed waist-assistive exoskeletons, the proposed design has long battery life and offers improved comfort in working conditions. ? ASABE 2021 Annual International Meeting
Subjects
Ergonomic assessment
Exoskeleton
Inertial measurement unit (IMU)
Waist assistance
Agricultural robots
Agriculture
Energy storage
Ergonomics
Motion estimation
Object detection
Quality control
Risk assessment
Wearable sensors
Agricultural workers
Ergonomic evaluation
Inertial measurement unit
Mechanical energy storages
Motion recognition
Rapid upper limb assessments
Work-related musculoskeletal disorders
Exoskeleton (Robotics)
Type
conference paper