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Ergonomic risk incorporated schedules (ERIS) - scheduling using genetic algorithm to reduce operator fatigue in flow-shop based cells

机译:符合人体工程学的风险纳入计划(ERIS)-使用遗传算法进行计划,以减少基于流水车间的操作员的疲劳

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摘要

We address the task of scheduling jobs in a flow-line cell with due consideration to human fatigue at work. A method for sequencing tasks using principles of flow-shop with a procedure to shift tasks/jobs among workers is proposed. The aim is to attain sustained productivity in a labour intensive working environment over an entire shift and enhance long term safety of workers by focusing on human factors. We incorporate human factors into classical scheduling models and develop a GA based heuristic. These are tested over trial data-sets and found to give encouraging results. The model demonstrates how ergonomic factors can be incorporated and what modification it needs from the classical flow shop sequencing models.
机译:我们通过适当考虑工作中的人为疲劳来解决在流水线单元中安排作业的任务。提出了一种使用流水作业原理对任务进行排序的方法,该方法具有在工人之间转移任务/职位的程序。目的是在劳动密集型工作环境中在整个班次中获得持续的生产率,并通过关注人为因素来提高工人的长期安全性。我们将人为因素纳入经典调度模型,并开发基于GA的启发式算法。对这些数据进行了试验数据集测试,结果令人鼓舞。该模型演示了如何纳入人体工程学因素以及需要对经典流水车间测序模型进行哪些修改。

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