利用智能眼镜研究订单拾取过程的性能:一种实验室实验方法

IF 3.6 Q2 MANAGEMENT
Nikolaos Chondromatidis, Anastasios Gialos, V. Zeimpekis
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引用次数: 0

摘要

背景:订单挑选流程对于准确高效地完成订单至关重要。视觉拣选是一种很有前途的技术,可以支持订单拣选过程,但关于该技术对订单拣选性能的影响,研究数量仍然有限。本文的目的是通过一系列实验室测试,研究在项目级订单分拣中影响视觉分拣技术性能的某些操作和技术参数。方法:对影响视觉拾取性能的参数进行系统的文献综述。随后,采用层次分析法对这些参数进行排序,考虑它们对订单选择的影响。然后,实现了实验设计和NASA任务负荷指数方法,用于评估视觉选择效率和感知工作量。结果:结果揭示了显著影响视觉拾取系统性能的参数,以及在实际环境中实现所提出系统的最佳参数配置。结论:所获得的结果令人鼓舞,表明视觉拣选技术可以支持订单拣选效率。此外,还提出了涉及组织文化、流程再造、员工对变革的抵制以及维持新的订单挑选流程执行方式的动机的实际影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating the Performance of the Order-Picking Process by Using Smart Glasses: A Laboratory Experimental Approach
Background: Order picking process is critical for accurate and efficient order fulfilment. Pick-by-vision is a promising technology that may support order picking process, however there is still a limited amount of research concerning the impact of this technology on the performance of order-picking. The purpose of this paper is to investigate certain operational and technical parameters that affect the performance of pick-by-vision technology in item-level order picking via a series of laboratory tests. Methods: A systematic literature review is conducted for the identification of parameters that affect pick-by-vision performance. Subsequently, the analytical hierarchy process is adopted to rank these parameters, concerning their impact on order picking. Then, the design of experiment and NASA task load index methodology are implemented for assessing pick-by-vision efficiency and perceived workload. Results: The results reveal the parameters that significantly affect the performance of the pick-by-vision system, as well as the best configuration of parameters for the implementation of the proposed system in real environments. Conclusions: The results obtained are encouraging, showing how pick-by-vision technology can support order picking efficiency. Furthermore, practical implications are presented that deal with the organizational culture, process re-engineering, staff resistance to change, and motivation for maintaining the new way of executing order-picking processes.
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来源期刊
Logistics-Basel
Logistics-Basel Multiple-
CiteScore
6.60
自引率
0.00%
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审稿时长
11 weeks
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