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Fuzzy Decision Approach for Electronic Industrial Work Induced Stress Analysis in Ergonomics

机译:人机工程学中电子工业诱导应力分析的模糊决策方法

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摘要

This paper aims at investigating and exploring critical "work-induced-stress" for technicians working in a chip manufacturing industry to pinpoint the existing weaknesses in applying human factors to increase yield and productivity. Various work stresses ranging from environmental, physical and mental aspects were assessed by the technicians investigated, and the results are tabulated. In order to model the imprecision of human judgement and the uncertainty of consequences, fuzzy decision making approach was utilized. A single attribute (productivity) was considered and a fuzzy set of different alternative stresses was derived, where each alternative stress in the set was characterized by a grade. The alternative that corresponds to maximum grade was considered as the highest severity stress. To capture the optimistic and pessimistic attitude of technicians' judgements and to verify the typicality of result, maximax method was further verified by fuzzy Hurwicz rule, fuzzy regret principle and fuzzy expectation worth.
机译:本文旨在调查和探索在芯片制造行业工作的技术人员的关键“工作压力”,以找出在应用人为因素提高产量和生产率方面存在的弱点。由所调查的技术人员评估了各种工作压力,包括环境,身体和精神方面的压力,并将结果制成表格。为了对人为判断的不精确性和后果的不确定性进行建模,采用了模糊决策方法。考虑单个属性(生产率),并得出不同替代应力的模糊集合,其中该集合中的每个替代应力都由一个等级来表征。对应于最高等级的替代方案被认为是最高严重压力。为了捕捉技术人员的乐观态度和悲观态度,并验证结果的典型性,采用模糊Hurwicz法则,模糊后悔原则和模糊期望值对maximax方法进行了进一步验证。

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