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Robot material processing and hardware-in-the-loop-based real-time simulations

Osama A. Q. Ziada, Yanxi Zhang, Hatem Algabroun, Olufunminiyi Abiri, Olayinka Olaogun, Gurtej Singh, Ali Hajian Foroushany, Jetro Kenneth Pocorni

发表年份
2024
引用次数
2

摘要

Abstract This paper presents a cyber-physical production system that consists of a simulation, an industrial robot cell, and sensors. The industrial robot hardware, used for welding and additive manufacturing applications, is connected or “in-the-loop” with a real-time target machine on which simulations are running. These simulations are updated in real-time by the data provided by process sensors. Particular focus is given to wire-arc additive manufacturing (WAAM). Still, the cyber-physical system allows use in other robot-based material processes, such as sheet forming, (dis)assembly and material handling applications. It is also argued that the proposed cyber-physical system can be used so that it competes against the concept of using machine learning to optimize manufacturing processes. The proposed cyber-physical system enables the transition from traditional robot automation to autonomous robot systems.

关键词

Hardware-in-the-loop simulationComputer scienceLoop (graph theory)RobotEmbedded systemComputer hardwareReal-time computingArtificial intelligence

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