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Systematic literature review on augmented reality in smart manufacturing: Collaboration between human and computational intelligence
Journal of Manufacturing Systems ( IF 12.1 ) Pub Date : 2020-11-01 , DOI: 10.1016/j.jmsy.2020.10.017
Dawi Karomati Baroroh , Chih-Hsing Chu , Lihui Wang

Abstract Smart manufacturing offers a high level of adaptability and autonomy to meet the ever-increasing demands of product mass customization. Although digitalization has been used on the shop floor of modern factory for decades, some manufacturing operations remain manual and humans can perform these better than machines. Under such circumstances, a feasible solution is to have human operators collaborate with computational intelligence (CI) in real time through augmented reality (AR). This study conducts a systematic review of the recent literature on AR applications developed for smart manufacturing. A classification framework consisting of four facets, namely interaction device, manufacturing operation, functional approach, and intelligence source, is proposed to analyze the related studies. The analysis shows how AR has been used to facilitate various manufacturing operations with intelligence. Important findings are derived from a viewpoint different from that of the previous reviews on this subject. The perspective here is on how AR can work as a collaboration interface between human and CI. The outcome of this work is expected to provide guidelines for implementing AR assisted functions with practical applications in smart manufacturing in the near future.

中文翻译:

智能制造中增强现实的系统文献综述:人类与计算智能之间的协作

摘要 智能制造提供了高度的适应性和自主性,以满足日益增长的产品大规模定制需求。尽管数字化已经在现代工厂的车间使用了几十年,但一些制造操作仍然是手动的,人类可以比机器更好地执行这些操作。在这种情况下,一个可行的解决方案是让人类操作员通过增强现实 (AR) 与计算智能 (CI) 实时协作。本研究对近期有关为智能制造开发的 AR 应用程序的文献进行了系统回顾。提出了一个由四个方面组成的分类框架,即交互设备、制造操作、功能方法和智能源,以分析相关研究。分析显示了 AR 如何被用于智能地促进各种制造操作。重要发现来自与之前关于该主题的评论不同的观点。这里的观点是 AR 如何作为人类和 CI 之间的协作界面工作。这项工作的成果有望在不久的将来为在智能制造中实现具有实际应用的 AR 辅助功能提供指导。
更新日期:2020-11-01
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