An integrated ergonomic risk assessment framework based on fuzzy logic and IVSF-AHP for optimising ergonomic risks in a mixed-model assembly line.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-07-02 DOI:10.1080/00140139.2024.2368270
Seçil Kulaç, Alper Kiraz
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Abstract

This study proposes a systematic approach to address ergonomic factors, including physical, environmental and psychosocial aspects, in solving assembly line balancing problems. A three-stage framework is developed, starting with determining weights for ergonomic risk assessment methods using the interval-valued spherical fuzzy analytical hierarchy process. In the second stage, a fuzzy logic model for integrated ergonomic risk assessment is constructed based on these weights, and the integrated ergonomic risk score is determined. In the third stage, a mathematical model is formulated to minimise the cycle time while balancing the ergonomic risk level. A case study conducted in a wire harness factory validated the effectiveness of the proposed approach, showing a 10-11% improvement in line efficiency and a 12-25% enhancement in ergonomic risk balancing performance. These findings underscore the potential benefits of implementing this approach, which can significantly improve occupational safety and overall performance.

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基于模糊逻辑和 IVSF-AHP 的综合人体工程学风险评估框架,用于优化混合模式装配线中的人体工程学风险。
本研究提出了一种系统方法,用于解决装配线平衡问题中的人体工程学因素,包括物理、环境和社会心理方面。首先,利用区间值球形模糊分析层次过程确定人体工程学风险评估方法的权重。在第二阶段,根据这些权重构建综合人体工程学风险评估的模糊逻辑模型,并确定综合人体工程学风险得分。在第三阶段,建立一个数学模型,在平衡人体工程学风险水平的同时,尽量缩短周期时间。在一家线束厂进行的案例研究验证了所提方法的有效性,结果表明生产线效率提高了 10-11%,人体工程学风险平衡性能提高了 12-25%。这些研究结果凸显了实施这种方法的潜在益处,可显著提高职业安全和整体绩效。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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