Abstract:
The article gives a number of proposals on improving the developed algorithm for task
allocation in collaborative robotic systems and assignment of participants to perform operations of
technological process. The paper considers the spatial model of the working space (placement of
workplaces), changes in the object of impact (product), the use of additional resources, random behavior
and mistakes of people, fatigue accumulation and decrease in the efficiency of their work over time, as
well as dynamic reassignment of the performers of CRS in case of sudden failure of cobots or inability
to work – for the operators. The work also proposes a modified algorithm of minimization of the
objective function (solution of the optimization problem) when selecting and assigning the performers
for the operation, taking into account the efficiency of available participants of CRS, and minimizing
their composition.
Citation:
R. R. Galin, S. B. Galina, М. V. Mamchenko, “Approach to task allocation in a collaborative
robotic system considering the working space model
and dynamic reassignment of the performers”, News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 2023, no. 6, 21–32
\Bibitem{GalGalMam23}
\by R.~R.~Galin, S.~B.~Galina, М.~V.~Mamchenko
\paper Approach to task allocation in a collaborative
robotic system considering the working space model
and dynamic reassignment of the performers
\jour News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences
\yr 2023
\issue 6
\pages 21--32
\mathnet{http://mi.mathnet.ru/izkab716}
\crossref{https://doi.org/10.35330/1991-6639-2023-6-116-21-32}
\elib{https://elibrary.ru/item.asp?id=58804961}
\edn{https://elibrary.ru/CIGNEO}
Linking options:
https://www.mathnet.ru/eng/izkab716
https://www.mathnet.ru/eng/izkab/y2023/i6/p21
This publication is cited in the following 2 articles: