An Online Multi-Index Approach to Human Ergonomics Assessment in the Workplace

Work-related musculoskeletal disorders (WMSDs) remain one of the major occupational safety and health problems in the European Union nowadays. Thus, continuous tracking of workers' exposure to the factors that may contribute to their develop- ment is paramount. This article introduces an online...

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Bibliographic Details
Published in:IEEE transactions on human-machine systems 2022-10, Vol.52 (5), p.812-823
Main Authors: Lorenzini, Marta, Kim, Wansoo, Ajoudani, Arash
Format: Article
Language:English
Subjects:
Dynamics
Ergonomic assessment
Ergonomics
Evaluation
human modeling
Indexes
Kinematics
kinematics and dynamics monitoring
Monitoring
Occupational safety
Risk analysis
Statistical analysis
Task analysis
Torque
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Summary:Work-related musculoskeletal disorders (WMSDs) remain one of the major occupational safety and health problems in the European Union nowadays. Thus, continuous tracking of workers' exposure to the factors that may contribute to their develop- ment is paramount. This article introduces an online approach to monitor kinematic and dynamic quantities on the workers, providing on the spot an estimate of the physical load required in their daily jobs. A set of ergonomic indexes is defined to account for multiple potential contributors to WMSDs, also giving importance to the subject-specific requirements of the workers. To evaluate the proposed framework, a thorough experimental analysis was conducted on 12 human subjects considering tasks that represent typical working activities in the manufacturing sector. For each task, the ergonomic indexes that better explain the underlying physical load were identified, following a statistical analysis, and supported by the outcome of a surface electromyography analysis. A comparison was also made with a well-recognized and standard tool to evaluate human ergonomics in the workplace, to highlight the benefits introduced by the proposed framework. Results demonstrate the high potential of the proposed framework in identifying the physical risk factors, and therefore, to adopt preventive measures. Another equally important contribution of this article is the creation of a comprehensive database on human kinodynamic measurements, which hosts multiple sensory data of healthy subjects performing typical industrial tasks.
ISSN:2168-2291
2168-2305
DOI:10.1109/THMS.2021.3133807