Suppr超能文献

设计一个模糊逻辑评估来确定手动搬运任务的人体工程学风险水平。

Design of a Fuzzy Logic Evaluation to Determine the Ergonomic Risk Level of Manual Material Handling Tasks.

机构信息

Faculty of Chemical Sciences and Engineering, Universidad Autónoma del Estado de Morelos, Avenida Universidad 1001, Chamilpa 62209, Morelos, Mexico.

Center for Research in Engineering and Applied Sciences, Universidad Autónoma del Estado de Morelos, Avenida Universidad 1001, Chamilpa 62209, Morelos, Mexico.

出版信息

Int J Environ Res Public Health. 2022 May 27;19(11):6511. doi: 10.3390/ijerph19116511.

Abstract

In this work, we propose a fuzzy inference as a decision support system built in the MATLAB Fuzzy Logic Designer for evaluating manual material handling risk conditions. The input variables for the fuzzy decision were: (1) the total time duration of the manual material handling in one shift of 450 min, with 3 h considered the maximal exposition time; (2) 25 kg as a maximal mass reference which should never be exceeded; (3) the repetitiveness of the manual material handling task through the shift considering as the maximal frequency of four lifts per min. Results of 135 earlier direct ergonomic evaluations made using the method proposed by the ISO 11228-1 were used as validator results, and called "expected results". The experimentation intended to simulate an ergonomic evaluation in different boundary conditions of work and verify if the fuzzy interface could correctly replicate the results of the ergonomic evaluations. As validation, the list with the 135 expected results was compared against the evaluation made by the fuzzy logic interface, called "Work_Conditions". From the comparison, only three evaluations (0.02%) differed with respect to the expected results. Consequently, it is concluded that the fuzzy interface can be used as a tool for automating the determination of manual material handling ergonomic risk levels, with great precision.

摘要

在这项工作中,我们提出了一种模糊推理作为决策支持系统,该系统构建在 MATLAB 模糊逻辑设计器中,用于评估手动搬运风险条件。模糊决策的输入变量包括:(1)每班 450 分钟的手动搬运总持续时间,3 小时被认为是最大暴露时间;(2)25 公斤作为最大质量参考,绝不能超过;(3)通过班次考虑手动搬运任务的重复性,最大频率为每分钟四举。使用 ISO 11228-1 提出的方法进行的 135 次早期直接人体工程学评估的结果被用作验证结果,并称为“预期结果”。实验旨在模拟不同工作边界条件下的人体工程学评估,并验证模糊界面是否可以正确复制人体工程学评估的结果。作为验证,将包含 135 个预期结果的列表与模糊逻辑界面(称为“工作条件”)进行比较。从比较结果来看,只有三个评估(0.02%)与预期结果不同。因此,可以得出结论,模糊界面可以用作自动确定手动搬运人体工程学风险水平的工具,具有很高的精度。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ad9/9180392/9459d6a21285/ijerph-19-06511-g0A1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验