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    VR-RET: A Virtual Reality–Based Approach for Real-Time Ergonomics Training on Industrialized Construction Tasks

    Source: Journal of Construction Engineering and Management:;2023:;Volume ( 149 ):;issue: 010::page 04023098-1
    Author:
    Regina Dias Barkokebas
    ,
    Xinming Li
    DOI: 10.1061/JCEMD4.COENG-13433
    Publisher: ASCE
    Abstract: Real-time assessment of the ergonomic risks to which workers are exposed at a workstation and the provision of real-time corrective feedback intervention to workers play an essential role in improving safety in the workplace through the reduction of long-term exposure of workers to the ergonomically hazardous postures associated with physical fatigue and work-related musculoskeletal disorders. This study proposes a framework, virtual reality–based real-time ergonomics training (VR-RET), that integrates virtual reality (VR) and an inertia motion capture system to rapidly assess postures, providing the following inputs in real time: (1) full-body postural ergonomic risk assessment that deploys existing rule-based methods such as rapid upper limb assessment (RULA) and rapid entire body assessment (REBA); (2) auditory feedback, triggered when the exposure to ergonomic risks is higher than a predefined threshold; and (3) visual feedback intervention to correct ergonomically hazardous postures through the provision of recommendations during training on industrialized construction tasks. The proposed framework is verified through a pretest/posttest procedure in conjunction with a randomized control group experiment involving 37 subjects. Based on the comparison of the pretest and posttest data, a reduction of 35% in the percentage of time spent being subjected to ergonomic risks in the high-risk range is observed when training is administered using VR-RET and RULA is deployed as the risk assessment method; in contrast, a significant reduction is not observed when rapid entire body assessment is used. This study’s contributions are twofold: (1) a framework for providing ergonomic and operational training through VR simulation based on real-time acquisition and processing of body motion data (with the objective of mitigating worker behaviors that increase exposure to the ergonomically hazardous postures that can lead to a work-related musculoskeletal disorder); and (2) updated evaluation of the effectiveness of real-time RULA and REBA assessments integrated with real-time auditory and visual postural feedback intervention for ergonomic risk reduction.
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      VR-RET: A Virtual Reality–Based Approach for Real-Time Ergonomics Training on Industrialized Construction Tasks

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4293454
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    contributor authorRegina Dias Barkokebas
    contributor authorXinming Li
    date accessioned2023-11-27T23:17:21Z
    date available2023-11-27T23:17:21Z
    date issued7/28/2023 12:00:00 AM
    date issued2023-07-28
    identifier otherJCEMD4.COENG-13433.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4293454
    description abstractReal-time assessment of the ergonomic risks to which workers are exposed at a workstation and the provision of real-time corrective feedback intervention to workers play an essential role in improving safety in the workplace through the reduction of long-term exposure of workers to the ergonomically hazardous postures associated with physical fatigue and work-related musculoskeletal disorders. This study proposes a framework, virtual reality–based real-time ergonomics training (VR-RET), that integrates virtual reality (VR) and an inertia motion capture system to rapidly assess postures, providing the following inputs in real time: (1) full-body postural ergonomic risk assessment that deploys existing rule-based methods such as rapid upper limb assessment (RULA) and rapid entire body assessment (REBA); (2) auditory feedback, triggered when the exposure to ergonomic risks is higher than a predefined threshold; and (3) visual feedback intervention to correct ergonomically hazardous postures through the provision of recommendations during training on industrialized construction tasks. The proposed framework is verified through a pretest/posttest procedure in conjunction with a randomized control group experiment involving 37 subjects. Based on the comparison of the pretest and posttest data, a reduction of 35% in the percentage of time spent being subjected to ergonomic risks in the high-risk range is observed when training is administered using VR-RET and RULA is deployed as the risk assessment method; in contrast, a significant reduction is not observed when rapid entire body assessment is used. This study’s contributions are twofold: (1) a framework for providing ergonomic and operational training through VR simulation based on real-time acquisition and processing of body motion data (with the objective of mitigating worker behaviors that increase exposure to the ergonomically hazardous postures that can lead to a work-related musculoskeletal disorder); and (2) updated evaluation of the effectiveness of real-time RULA and REBA assessments integrated with real-time auditory and visual postural feedback intervention for ergonomic risk reduction.
    publisherASCE
    titleVR-RET: A Virtual Reality–Based Approach for Real-Time Ergonomics Training on Industrialized Construction Tasks
    typeJournal Article
    journal volume149
    journal issue10
    journal titleJournal of Construction Engineering and Management
    identifier doi10.1061/JCEMD4.COENG-13433
    journal fristpage04023098-1
    journal lastpage04023098-18
    page18
    treeJournal of Construction Engineering and Management:;2023:;Volume ( 149 ):;issue: 010
    contenttypeFulltext
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