Systematic literature review on augmented reality in smart manufacturing: Collaboration between human and computational intelligence |
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Affiliation: | 1. Laboratory for Manufacturing Systems and Automation, Department of Mechanical Engineering and Aeronautics, University of Patras, Patras 26504, Greece;1. Politecnico di Bari, Department of Mechanics, Mathematics and Management, Viale Japigia 182, Bari 70126, Italya;2. Politecnico di Milano, Department of Mechanical Engineering, Via La Masa 1, Milano 20156, Italy;1. Department of Industrial Engineering and Mathematical Science, Polytecnic University of Marche, via Brecce Bianche, Ancona, 60131, Italy |
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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. |
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Keywords: | Industry 4.0 Augmented reality Computational intelligence Smart manufacturing |
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