Abstract

This study presents a modular-based implementation of augmented reality to provide an immersive experience in learning or teaching the planning phase, control system, and machining parameters of a fully automated work cell. The architecture of the system consists of three code modules that can operate independently or combined to create a complete system that is able to guide engineers from the layout planning phase to the prototyping of the final product. The layout planning module determines the best possible arrangement in a layout for the placement of various machines, in this case a conveyor belt for transportation, a robot arm for pick-and-place operations, and a computer numerical control milling machine to generate the final prototype. The robotic arm module simulates the pick-and-place operation offline from the conveyor belt to a computer numerical control (CNC) machine utilising collision detection and inverse kinematics. Finally, the CNC module performs virtual machining based on the Uniform Space Decomposition method and axis aligned bounding box collision detection. The conducted case study revealed that given the situation, a semi-circle shaped arrangement is desirable, whereas the pick-and-place system and the final generated G-code produced the highest deviation of 3.83 mm and 5.8 mm respectively.

Highlights

  • This brings forward the demand for a new technology, dubbed augmented reality (AR)

  • It was dubbed as AR-based factory layout planning (FLP) systems where it allows users to lay out virtual objects to integrate human intuitiveness with layout design process

  • For the layout planning module, a tabletop system is sufficient to calculate the space and time required, but the robotic arm module markers are placed in the robotic lab with an up to scale virtual robotic arm superimposing a physical one for a proper distance estimation

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Summary

Introduction

This brings forward the demand for a new technology, dubbed augmented reality (AR). AR is a rapidly growing field of research that aims to fully integrate virtual with real environment. The field of visualisation is stepping into a new era of development, with emerging hardware support by large corporations due to the realisation of a promising future associated with this technology It has been applied in mobile robotics, entertainment industries, and even injury treatment[31,32], where each of them is derived from enhanced computer graphics that often uses multi-agent systems[33]. It is worthwhile to mention that an AR system can achieve these benefits without any additional computing cost of a VR system At this moment, AR technology has found a place in collaborative design work, maintenance, assembly, robot path planning, CNC simulation, and plant layout planning[30]. It was dubbed as AR-based factory layout planning (FLP) systems where it allows users to lay out virtual objects to integrate human intuitiveness with layout design process

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