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A Software Toolbox to Improve Time-Efficiency and Reliability of an Observational Risk Assessment Method

机译:一种软件工具箱,可提高观察风险评估方法的时效和可靠性

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OCRA is a standard risk assessment method addressing manual handling of low loads at high frequency. This method requires the operator to perform a video analysis checking kind and extension of the movements made by workers. The analyst has to take note about number of performed actions and joint angles amplitude. Often this turn out to be a poorly reliable and time-consuming operation because of the inherent 2D nature of the data. The main goal of this work was to design a software toolbox able to support the operator in collecting, organizing and analyzing the information to obtain the Checklist OCRA index in a more reliable and time-effective way. This toolbox presents three different GUIs to: (1) support the operator in counting the number of technical actions; (2) help the operator in determine the percentage of time in which the worker has an incorrect upper limb posture; (3) automatically perform posture analysis considering real 3D angles data acquired through an IMU-based movement analysis system. Preliminary analysis on reliability was performed on three different operators. Obtained findings confirmed our hypothesis; the automatic analysis, in particular, reduced significantly intra- and inter-operator variability thus making the analysis more objective and reliable. Further evaluations will include structured assessment including several operators with different expertise levels and collecting information about user experience (usability, GUI design, etc.) and overall performance compared to standards (operation time and results accuracy).
机译:OCRA是一种标准风险评估方法,用于在高频下进行手动处理低负载。该方法要求操作员执行检测类型的视频分析和延伸工人的运动。分析师必须注意到关于执行的动作和关节角度幅度的数量。由于数据的固有的2D性质,这通常是一种可靠和耗时的操作。这项工作的主要目标是设计一个软件工具箱,能够在收集,组织和分析信息时支持操作员以获得更可靠和有效的方式获取清单OCRA指数。此工具箱呈现三种不同的GUI:(1)支持操作员在计算技术行动的数量时; (2)帮助操作员确定工人上肢姿势不正确的时间百分比; (3)考虑通过基于IMU的运动分析系统获取的真实3D角度数据,自动执行姿势分析。对三种不同运营商进行了初步分析。获得的调查结果证实了我们的假设;特别是自动分析,显着减少了显着的操作员和互相间的变化,从而使分析更客观可靠。进一步的评估包括结构化评估,包括具有不同专业知识水平的若干运营商,并收集有关用户体验(可用性,GUI设计等)和整体性能的信息(操作时间和结果准确性)。

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