Development of safety method for a 3-DOF industrial robot based on recurrent neural network

Abstract In this paper, a safety method for a 3-DOF industrial robot is developed based on recurrent neural network (RNN). Safety standards for human robot interaction (HRI) are taken into accounts. The main objective is to detect the undesired collisions on any of robot links. Since most of industr...

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Bibliographic Details
Main Authors: Khaled H. Mahmoud, Abdel-Nasser Sharkawy, G. T. Abdel-Jaber
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Journal of Engineering and Applied Science
Subjects:
Online Access:https://doi.org/10.1186/s44147-023-00214-8