Abstract

Augmented Reality (AR) is one of the key technologies pointed out by Industry 4.0 as a tool for enhancing the next generation of automated and computerized factories. AR can also help shipbuilding operators, since they usually need to interact with information (e.g., product datasheets, instructions, maintenance procedures, quality control forms) that could be handled easily and more efficiently through AR devices. This is the reason why Navantia, one of the 10 largest shipbuilders in the world, is studying the application of AR (among other technologies) in different shipyard environments in a project called “Shipyard 4.0”. This article presents Navantia’s industrial AR (IAR) architecture, which is based on cloudlets and on the fog computing paradigm. Both technologies are ideal for supporting physically-distributed, low-latency and QoS-aware applications that decrease the network traffic and the computational load of traditional cloud computing systems. The proposed IAR communications architecture is evaluated in real-world scenarios with payload sizes according to demanding Microsoft HoloLens applications and when using a cloud, a cloudlet and a fog computing system. The results show that, in terms of response delay, the fog computing system is the fastest when transferring small payloads (less than 128 KB), while for larger file sizes, the cloudlet solution is faster than the others. Moreover, under high loads (with many concurrent IAR clients), the cloudlet in some cases is more than four times faster than the fog computing system in terms of response delay.

Highlights

  • Industry 4.0 is aimed at changing the way modern factories operate thanks to the application of some of the latest technologies associated with the Industrial Internet of Things (IIoT) [1], Big Data [2]or robotics [3]

  • Software from SAP [57] is used as Enterprise Resource Planning (ERP) and Manufacturing Execution System (MES), PTC’s Windchill [58] is the Product Life-cycle Management (PLM) software, shipbuilding models are created with FORAN [59], and ThingWorx [60] is being tested as an IIoT platform

  • When a single industrial AR (IAR) device operates in a specific shipyard area, for files of up to 128 KB, fog gateways respond faster despite being less powerful, cheaper and less energy demanding than a cloud or than the typical high-end PC used by a cloudlet

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Summary

Introduction

Industry 4.0 is aimed at changing the way modern factories operate thanks to the application of some of the latest technologies associated with the Industrial Internet of Things (IIoT) [1], Big Data [2]. In an Industry 4.0 factory, IAR solutions are expected to provide dynamic on-demand information, which requires fast responses from remote data servers. Such information may vary in payload size, because IAR devices can request from just a few kilobytes of text content to several megabytes of video. It presents a novel architecture that merges cloudlets and fog computing devices to provide fast It evaluates cloud, fog and cloudlet systems in real IAR scenarios when transferring payloads of different sizes.

Commercial and Academic Systems
Potential IAR Applications in a Shipyard
IAR Architectures
Communications Architecture
IAR Software and Hardware
Experimental Setup
Response Latency Comparison
Sample Processing Rates under High Loads
Key Findings
Findings
Conclusions
Full Text
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