{"id":10278,"date":"2026-04-06T16:35:08","date_gmt":"2026-04-06T15:35:08","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=10278"},"modified":"2026-04-07T15:21:45","modified_gmt":"2026-04-07T14:21:45","slug":"25-6-2-en","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/en\/25-6-2-en\/","title":{"rendered":"25.6.2 En"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-lora-font-family\" style=\"font-size:22px\"><strong>Approach to task allocation in a collaborative robotic system considering the working space model and dynamic reassignment of the performers<\/strong><\/h1>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-0d5d9347eba88065d209a62bbed2d480\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>R.R. Galin, S.B. Galina, M.V. Mamchenko<\/strong><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-86b70c892ee51d64e6bf0730e3274f25\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\"\/>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-d3328a80 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--20)\">\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-fa99f84d8051eb763ab85c3007cdb1c2\" style=\"color:#5b1919;text-decoration:underline\"><strong><strong>Upload the full text<\/strong><\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-9151b400 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-15bf754d wp-block-buttons-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-small-font-size has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/04\/gal-2.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40)\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-15f9e6bb995643cd73f0634eabb986d1\" style=\"line-height:1.4\"><em><strong><strong>Abstract<\/strong>:<\/strong> <\/em>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 \u2013 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.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-199b60c5ad3fa17c801242af9933781e\" style=\"line-height:1.4\"><strong><em><strong>Keywords<\/strong>:<\/em><\/strong> collaborative robotic system, human-robot interaction, task allocation, operation, technological process<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-7644f4f6809713a8315cfe9d9749d091\" style=\"font-size:12px;line-height:1.4\"><strong><strong>For citation<\/strong>.<\/strong> Galin R.R., Galina S.B., Mamchenko M.V. Approach to task allocation in a collaborative robotic system considering the working space model and dynamic reassignment of the performers. <em>News of the Kabardino-Balkarian Scientific Center of RAS<\/em>. 2023. No. 6(116). Pp. 21\u201332. DOI: 10.35330\/1991-6639-2023-6-116-21-32<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-624614f55c6090a8f4703c0cd7187663 is-layout-flow wp-container-core-details-is-layout-0ab540ad wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>R<\/strong>eferences<\/summary>\n<ol style=\"margin-top:0;margin-bottom:0\" class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:400\">Chatzisavvas A., Chatzitoulousis P., Ziouzios D., Dasygenis M. A routing and task-allocation algorithm for robotic groups in warehouse environments. Information. 2022. Vol. 13. No. 6. Pp. 1\u201314. DOI: 10.3390\/info13060288<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Petrenko V.I., Tebueva F.B., Pavlov A.S., Gurchinskiy M.M. Method of tasks distribution and planning for agents of swarm robotic systems in non-deterministic environment. Prikaspijskij zhurnal: upravlenie i vysokie tekhnologii [Caspian Journal: management and high technology]. Vol. 3(59). Pp. 25\u201343. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Faccio M., Granata I., Minto R. Task allocation model for human-robot collaboration with variable cobot speed. Journal of Intelligent Manufacturing. 2023. Pp. 1\u201314. DOI: 10.1007\/s10845-023-02073-9<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Aziz H., Pal A., Pourmiri A., Ramezani F., Sims B. Task Allocation Using a Team of Robots. Current Robotics Reports. 2022. 3. Pp. 227\u2013238. DOI: 10.1007\/s43154-022-00087-4<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Galina S.B., Mamchenko M.V., Galin R.R. Results of the research on the allocation of tasks in a collaborative robotic system with minimization of their execution time. Trudy VIII mezhdunarodnoj nauchno-prakticheskoj konferencii \u201cNauchno-innovacionnye issledovaniya i razrabotki\u201d. Saratov: Cifrovaya nauka, 2022. Pp. 20\u201329. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Galin R., Meshcheryakov R., Mamchenko M. Simple Task Allocation Algorithm in a Collaborative Robotic System. Frontiers in Robotics and Electromechanics. Smart Innovation, Systems and Technologies. 2023. 329. Pp. 433\u2013447. DOI: 10.1007\/978-981-19-7685-8_28<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Galin R.R., Galina S.B. Approach to Efficient Task Allocation in a Collaborative Robotic System Using Modified Cost Functions. 2023 International Russian Smart Industry Conference (SmartIndustryCon) \/ South Ural IEEE Chapter. Sochi, 2023. Pp. 568\u2013573. DOI: 10.1109\/SmartIndustryCon57312.2023.10110787<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Yaacoub A., Thomas V., Colas F., Maurice P. A Probabilistic Model for Cobot Decision Making to Mitigate Human Fatigue in Repetitive Co-Manipulation Tasks. IEEE Robotics and Automation Letters. 2023. 8. 11. Pp. 7352\u20137359. DOI: 10.1109\/LRA.2023.3315583<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Buerkle A., Al-Yacoub A., Eaton W., et al. An Incremental Learning Approach to Detect Muscular Fatigue in Human\u2013Robot Collaboration. IEEE Transactions on Human-Machine Systems. 2023. 53. 3. Pp. 520\u2013528. DOI: 10.1109\/THMS.2023.3259139<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gervasi R., Capponi M., Mastrogiacomo L., Franceschini F. Analyzing psychophysical state and cognitive performance in human-robot collaboration for repetitive assembly processes. Production Engineering. 2023. Pp. 1\u201315. DOI: 10.1007\/s11740-023-01230-6<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Lippi M., Marino A. A mixed-integer linear programming formulation for human multi-robot task allocation. 2021 30th IEEE International Conference on Robot &amp; Human Interactive Communication (RO-MAN) \/ IEEE. Vancouver, 2021. Pp. 1017\u20131023. DOI: 10.1109\/RO-MAN50785.2021.9515362<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Mina T., Kannan S.S., Jo W., Min B.-C. Adaptive workload allocation for multi-human multirobot teams for independent and homogeneous tasks. IEEE Access. 2020. 8. Pp. 152697\u2013152712. DOI: 10.1109\/ACCESS.2020.3017659<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Fusaro F., Lamon E., Momi E.D., Ajoudani A. An integrated dynamic method for allocating roles and planning tasks for mixed human-robot teams. 2021 30th IEEE International Conference on Robot &amp; Human Interactive Communication (RO-MAN) \/ IEEE. Vancouver, 2021. Pp. 534\u2013539. DOI: 10.1109\/RO-MAN50785.2021.9515500<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Lee M.-L., Behdad S., Liang X., Zheng M. Task allocation and planning for product disassembly with human\u2013robot collaboration. Robotics and Computer-Integrated Manufacturing. 76(2). 102306. Pp. 1\u201315. DOI: 10.1016\/j.rcim.2021.102306<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Noormohammadi-Asl A., Ayub A., Smith S.L., Dautenhahn K. Task Selection and Planning in Human-Robot Collaborative Processes: To be a Leader or a Follower? 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) \/ IEEE. Napoli, 2022. Pp. 1244\u20131251. DOI: 10.1109\/RO-MAN53752.2022.9900770<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Jung Y., Kim H., Suh K.D., Park J.M. Human-Centered Dynamic Service Scheduling Approach in Multi-Agent Environments. Applied Sciences. 2022. 12(21). 10850. Pp. 1\u201318. DOI: 10.3390\/app122110850<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Zhang F., Zhang Y., Xu S. Collaboration effectiveness-based complex operations allocation strategy towards to human\u2013robot interaction. Autonomous Intelligent Systems. 2022. 2:20. 1. Pp. 1\u201312. DOI: 10.1007\/s43684-022-00039-x<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Rahman S.M.M., Wang Y. Mutual trust-based subtask allocation for human\u2013robot collaboration in flexible lightweight assembly in manufacturing. Mechatronics. 2018. No. 54. Pp. 94\u2013109. DOI: 10.1016\/j.mechatronics.2018.07.007<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-336c654cb4f12f5272c9f87b1e28f0ad is-layout-flow wp-container-core-details-is-layout-5dafc681 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>Information about the authors<\/strong><\/summary>\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-b291ae12 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p style=\"font-style:normal;font-weight:400\"><strong>Galin Rinat Romanovich<\/strong>, Candidate of Technical Sciences, Researcher of Laboratory 80 \u201cCyber-Physical Systems\u201d, V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences;<br>117997, Russia, Moscow, 65 Profsoyuznaya street;<br>grr@ipu.ru, ORCID: https:\/\/orcid.org\/0000-0001-6429-7868<br><strong>Galina Saniya Bolatkyzy<\/strong>, Junior Researcher of Laboratory 80 \u201cCyber-Physical Systems\u201d, V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences;<br>117997, Russia, Moscow, 65 Profsoyuznaya street;<br>ksb@ipu.ru, ORCID: https:\/\/orcid.org\/0000-0001-5242-0996<br><strong>Mamchenko Mark Vladislavovich<\/strong>, Researcher of Laboratory 80 \u201cCyber-Physical Systems\u201d, V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences;<br>117997, Russia, Moscow, 65 Profsoyuznaya street;<br>markmamcha@gmail.com, ORCID: https:\/\/orcid.org\/0000-0002-6366-9786<\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><br><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>Approach to task allocation in a collaborative robotic system considering the working space model and dynamic reassignment of the performers R.R. Galin, S.B. Galina, M.V. Mamchenko Upload the full text 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 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-home","meta":{"footnotes":""},"class_list":["post-10278","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>25.6.2 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/izvestiyakbncran.ru\/index.php\/en\/25-6-2-en\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"25.6.2 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb\" \/>\n<meta property=\"og:description\" content=\"Approach to task allocation in a collaborative robotic system considering the working space model and dynamic reassignment of the performers R.R. 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