Numerical Modeling Results of Work Allocation Algorithm in Collaborative Robotic System

Based on the conducted review of scientific research in the field of production automation with the use of robotic solutions, the condition of impossibility of widespread and complete replacement of human operators by robots (creation of unmanned production facilities, which regardless of the specifics of the technological processes used and the complexity of the actions performed is encountered in production) remains relevant. The conveyor line at industrial assembly plants still requires the labor of a large number of people, and the issue of full automation of manual assembly of multi-component parts and small electronics or processing of complex products with different properties and composition of materials continues to be difficult to implement. However, one of the intermediate stages on the way to solving this problem is the use of intelligent interactive robotic systems and individual robots designed to work with humans in a single workspace, possessing the functions of partial autonomy of action. The present work demonstrates the results of numerical experiment on the developed algorithm of work distribution among the participants of collaborative robotic system. The proposed approach consists in selecting and assigning a suboptimal composition of performers to operations. The solution of the multicriteria optimization problem is implemented.

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Published
2024-09-08
DOI
https://doi.org/10.1109/rusautocon61949.2024.10694487
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Numerical Modeling Results of Work Allocation Algorithm in Collaborative Robotic System

Rinat Galin, Saniya B. Galina
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Advanced Manufacturing and Logistics Optimization
article

Numerical Modeling Results of Work Allocation Algorithm in Collaborative Robotic System

Rinat Galin, Saniya B. Galina
article en

Abstract

Based on the conducted review of scientific research in the field of production automation with the use of robotic solutions, the condition of impossibility of widespread and complete replacement of human operators by robots (creation of unmanned production facilities, which regardless of the specifics of the technological processes used and the complexity of the actions performed is encountered in production) remains relevant. The conveyor line at industrial assembly plants still requires the labor of a large number of people, and the issue of full automation of manual assembly of multi-component parts and small electronics or processing of complex products with different properties and composition of materials continues to be difficult to implement. However, one of the intermediate stages on the way to solving this problem is the use of intelligent interactive robotic systems and individual robots designed to work with humans in a single workspace, possessing the functions of partial autonomy of action. The present work demonstrates the results of numerical experiment on the developed algorithm of work distribution among the participants of collaborative robotic system. The proposed approach consists in selecting and assigning a suboptimal composition of performers to operations. The solution of the multicriteria optimization problem is implemented.

V. A. Trapeznikov Institute of Control Sciences (RU)
Russian Science Foundation
Openalex Percentile: Top 76%
Advanced Manufacturing and Logistics Optimization
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Numerical Modeling Results of Work Allocation Algorithm in Collaborative Robotic System — Rinat Galin, Saniya B. Galina · (2024) | TGRS Research Map | TGRS