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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">novtexmech</journal-id><journal-title-group><journal-title xml:lang="ru">Мехатроника, автоматизация, управление</journal-title><trans-title-group xml:lang="en"><trans-title>Mekhatronika, Avtomatizatsiya, Upravlenie</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1684-6427</issn><issn pub-type="epub">2619-1253</issn><publisher><publisher-name>Commercial Publisher «New Technologies»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17587/mau.24.481-488</article-id><article-id custom-type="elpub" pub-id-type="custom">novtexmech-1426</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>РОБОТЫ, МЕХАТРОНИКА И РОБОТОТЕХНИЧЕСКИЕ СИСТЕМЫ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ROBOT, MECHATRONICS AND ROBOTIC SYSTEMS</subject></subj-group></article-categories><title-group><article-title>Алгоритмы управления двунаправленной беспроводной системой передачи энергии при перераспределении энергоресурсов в группе наземных роботов</article-title><trans-title-group xml:lang="en"><trans-title>Control Algorithms for a Bidirectional Wireless Power Transmission System at the Redistribution of Energy Resources in a Group of Ground Robots</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Крестовников</surname><given-names>К. Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Krestovnikov</surname><given-names>K. D.</given-names></name></name-alternatives><bio xml:lang="ru"><p> мл. науч. сотр.</p></bio><bio xml:lang="en"><p>St. Petersburg</p></bio><email xlink:type="simple">k.krestovnikov@iias.spb.su</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Санкт-Петербургский Федеральный исследовательский центр Российской академии наук (СПб ФИЦ РАН)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS)</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>04</day><month>09</month><year>2023</year></pub-date><volume>24</volume><issue>9</issue><fpage>481</fpage><lpage>488</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Commercial Publisher «New Technologies», 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Commercial Publisher «New Technologies»</copyright-holder><copyright-holder xml:lang="en">Commercial Publisher «New Technologies»</copyright-holder><license xlink:href="https://mech.novtex.ru/jour/about/submissions#copyrightNotice" xlink:type="simple"><license-p>https://mech.novtex.ru/jour/about/submissions#copyrightNotice</license-p></license></permissions><self-uri xlink:href="https://mech.novtex.ru/jour/article/view/1426">https://mech.novtex.ru/jour/article/view/1426</self-uri><abstract><p>Возможность перераспределения энергетических ресурсов в группе наземных роботов позволяет увеличить площадь достижимого рабочего пространства и расширить функциональные возможности группы. Применение беспроводной системы передачи энергии (БСПЭ) для обмена энергетическими ресурсами между наземными роботами позволяет снизить требования к точности позиционирования и повысить надежность робототехнической системы. В данной работе рассматриваются алгоритмы мониторинга и управления двунаправленной БСПЭ при эксплуатации в составе наземного робота. Предложена структурная схема модуля двунаправленной БСПЭ для интеграции в систему управления робота, построенную по распределенным принципам. Разработанные алгоритмы учитывают специфику схемотехнических решений двунаправленной БСПЭ, реализованной с применением неуправляемого резонансного автогенератора. Апробация предложенных решений проведена на базе робототехнической платформы. В экспериментах рассматривается процесс пополнения энергетических ресурсов одного из роботов другим роботом. Энергия передается между роботами с одинаковыми Li-ion аккумуляторными батареями, имеющими номинальное напряжение 7,4 В и емкость 5 А•ч. Выполняется заряд батареи робота с уровня 50 % до уровня 90 % при различной точности позиционирования. При смещении 4 мм и расстоянии между приемной и передающей катушками 4 мм время заряда составило 48 мин, что на 5 % больше, чем при заряде проводным способом. Максимальное время заряда составило 57 мин при расстоянии между роботами 15 мм. Применение БСПЭ для энергетического обмена между наземными роботами или для заряда роботов на зарядной станции позволяет повысить автономность функционирования группы, так как даже при низкой точности позиционирования передача энергетических ресурсов выполнятся успешно. Предлагаемые решения могут быть использованы для заряда батарей и реализации процессов перераспределения ресурсов в группах наземных и подводных роботов. </p></abstract><trans-abstract xml:lang="en"><p>Redistributing energy resources within a group of ground robots allows for an increase in the reachable workspace area and expands its functional capabilities. The use of wireless energy transfer systems for exchanging energy resources between ground robots reduces the requirements for positioning accuracy and enhances the reliability of the robotic system. This study examines control and management algorithms for a bidirectional wireless energy transfer system when operating as part of a ground robot. A structural diagram of the bidirectional wireless energy transfer module is proposed for integration into the robot’s control system, built on distributed principles. The developed algorithms take into account the specific features of the circuitry solutions of the bidirectional wireless energy transfer system, implemented using an uncontrolled resonant generator. The proposed solutions are tested on a robotics platform. The experiments focus on the process of replenishing the energy resources of one robot with another robot. Energy is transmitted between robots equipped with the same Li-ion battery, which has a nominal voltage of 7.4 V and a capacity of 5 A•h. The battery is charged from 50 % to 90 % capacity with different positioning accuracies of the robots. When there is a displacement of 4 mm and a distance of 4 mm between the receiving and transmitting coils, the charging time was 48 minutes, which is 5 % longer than the wired charging method. The maximum charging time reached 57 minutes with a distance of 15 mm between the robots. The use of bidirectional wireless power transfer for energy exchange between ground robots or for charging robots at a charging station enhances the autonomy of the group’s operation, as energy transfer can be successfully achieved even with low positioning accuracy. The proposed solutions can be used for battery charging and resource redistribution processes in groups of ground and underwater robots. </p></trans-abstract><kwd-group xml:lang="ru"><kwd>беспроводная передача энергии</kwd><kwd>групповое управление</kwd><kwd>алгоритмы управления</kwd><kwd>система управления робота</kwd><kwd>наземные роботы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>wireless power transmission</kwd><kwd>group control</kwd><kwd>control algorithms</kwd><kwd>robot control system</kwd><kwd>ground robots</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Исследование выполнено при финансовой поддержке гранта Президента Российской Федерации № МК3094.2022.1.6.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Даринцев О. В., Мигранов А. Б. Аналитический обзор подходов к распределению задач в группах мобильных роботов на основе технологий мягких вычислений // Информатика и автоматизация. 2022. № 4 (21). C. 729—757. DOI:10.15622/ia.21.4.4</mixed-citation><mixed-citation xml:lang="en">Darintsev O., Migranov A. Analytical Review of Approaches to the Distribution of Tasks for Mobile Robot teams Based on Soft Computing Technologies, Informatics and Automation, 2022, no. 21(4), pp. 729-757, https://doi.org/10.15622/ia.21.4.4 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Зенкевич С. Л., Назарова А. В., Хуа Ч. Моделирование и анализ движения группы мобильных роботов всреде ROS // Мехатроника, автоматизация, управление. 2017. № 18(5). С. 317—320. https://doi.org/10.17587/mau.18.317-320</mixed-citation><mixed-citation xml:lang="en">Zenkevich S. L., Nazarova A. V., Hua Z. Simulation and Analysis of the Movement of a Group of Mobile Robots in ROS, Mekhatronika, Avtomatizatsiya, Upravlenie, 2017, vol. 18, no. 5, pp. 317—320, https://doi.org/10.17587/mau.18.317-320 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Zakiev A., Tsoy T., Magid E. Swarm Robotics: Remarks on Terminology and Classification // Lecture Notes in Computer Science (incl. subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2018. Vol. 11097. P. 291—300.</mixed-citation><mixed-citation xml:lang="en">Zakiev A., Tsoy T., Magid E. Swarm Robotics: Remarks on Terminology and Classification, Lecture Notes in Computer Science (incl. subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, vol. 11097, pp. 291—300.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Черских Е. О., Ерашов А. А., Быков А. Н. Анализ и классификация автономных робототехнических систем по параметру энергопотребления // Вестник ВГУ. Серия: Системный анализ и информационные технологии. 2021. № . 2. С. 56—80. https://doi.org/10.17308/sait.2021.2/3505</mixed-citation><mixed-citation xml:lang="en">Cherskikh E. O., Erashov A. A., Bykov A. N. Analysis and classification of autonomous robotic systems according to the energy consumption parameter, Vestnik VGU. Series: System Analysis and Information Technologies, 2021, no, 2, pp. 56—80, https://doi. org/10.17308/sait.2021.2/3505 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Krestovnikov, K., Cherskikh, E., Saveliev A. Structure and Circuit Solution of a Bidirectional Wireless Power Transmission System in Applied Robotics // Radioengineering. 2021. Vol. 30, N. 1. P. 142—149. https://doi.org/10.13164/re.2021.0142</mixed-citation><mixed-citation xml:lang="en">Krestovnikov K., Cherskikh E., Saveliev A. Structure and Circuit Solution of a Bidirectional Wireless Power Transmission System in Applied Robotics, Radioengineering, 2021, vol. 30, no. 1, pp. 142—149, https://doi.org/10.13164/re.2021.0142.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Krestovnikov K. D., Cherskikh E. O. Development of the structure and circuit solution of a bidirectional wireless energy transmission system for swarm robots // Serbian Journal of Electrical Engineering. 2021. Vol. 18, N. 2. P. 171—192. https:// doi.org/10.2298/SJEE2102171K</mixed-citation><mixed-citation xml:lang="en">Krestovnikov K. D., Cherskikh E. O. Development of the structure and circuit solution of a bidirectional wireless energy transmission system for swarm robots, Serbian Journal of Electrical Engineering, 2021, vol. 18. no. 2, pp. 171—192, https://doi. org/10.2298/SJEE2102171K</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Крестовников К. Д., Ерашов А. А., Савельев А. И. Подход к беспроводному заряду аккумуляторной батареи автономных необитаемых подводных аппаратов // Морские интеллектуальные технологии. 2022. № 4. Часть 1. С. 144—155. https://doi.org/10.37220/MIT.2022.58.4.036</mixed-citation><mixed-citation xml:lang="en">Krestovnikov K. D., Erashov A. A., Savelyev A. I. Approach to wireless battery charging of autonomous uninhabited underwater vehicles, Marine Intelligent Technologies, 2022, no. 4 part 1, pp. 144—155, https://doi.org/10.37220/MIT.2022.58.4.036.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang M., Tan L., Li J., Huang X. The Charging Control and Efficiency Optimization Strategy for WPT System Based on Secondary Side Controllable Rectifier // IEEE Access. 2020. Vol. 8. P. 127993—128004. DOI: 10.1109/ACCESS.2020.3007444</mixed-citation><mixed-citation xml:lang="en">Zhang M., Tan L., Li J., Huang X. The Charging Control and Efficiency Optimization Strategy for WPT System Based on Secondary Side Controllable Rectifier, in IEEE Access, 2020, vol. 8, pp. 127993—128004, DOI: 10.1109/ACCESS.2020.3007444.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Liu Y., Feng H. Maximum efficiency tracking control method for WPT system based on dynamic coupling coefficient identification and impedance matching network // IEEE Journal of Emerging and Selected Topics in Power Electronics. 2019. Vol. 8, N. 4. P. 3633—3643. DOI: 10.1109/JESTPE.2019.2935219</mixed-citation><mixed-citation xml:lang="en">Liu Y., Feng H. Maximum efficiency tracking control method for WPT system based on dynamic coupling coefficient identification and impedance matching network, IEEE Journal of Emerging and Selected Topics in Power Electronics, 2019, vol. 8, no. 4, pp. 3633—3643, DOI: 10.1109/JESTPE.2019.2935219.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Ishihara H. et al. A voltage ratio-based efficiency control method for 3 kW wireless power transmission // 2014 IEEE Applied Power Electronics Conference and Exposition-APEC 2014. 2014. P. 1312—1316. doi: 10.1109/APEC.2014.6803476</mixed-citation><mixed-citation xml:lang="en">Ishihara H., Moritsuka F., Kudo H., Obayashi S., Itakura T., Matsushita A., Mochikawa H., Otaka S. A voltage ratio-based efficiency control method for 3 kW wireless power transmission, 2014 IEEE Applied Power Electronics Conference and Exposition-APEC 2014, 2014, pp. 1312—1316, DOI: 10.1109/ APEC.2014.6803476.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Miller J. M., Onar O. C., Chinthavali M. Primary-side power flow control of wireless power transfer for electric vehicle charging // IEEE journal of Emerging and selected topics in power electronics. 2014. Vol. 3, N. 1. P. 147—162. DOI: 10.1109/JESTPE.2014.2382569</mixed-citation><mixed-citation xml:lang="en">Miller J. M., Onar O. C., Chinthavali M. Primary-side power flow control of wireless power transfer for electric vehicle charging, IEEE journal of Emerging and selected topics in power electronics, 2014, vol. 3, no. 1, pp. 147—162, DOI: 10.1109/JESTPE.2014.2382569.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Chao Y. H., Shieh J. J., Pan C. T., Shen W. C., Chen M. P. A primary-side control strategy for series-parallel loosely coupled inductive power transfer systems // 2007 2nd IEEE Conference on Industrial Electronics and Applications, Harbin, China. 2007. P. 2322—2327. DOI: 10.1109/ICIEA.2007.4318825</mixed-citation><mixed-citation xml:lang="en">Chao Y. H., Shieh J. J., Pan C. T., Shen W. C., Chen M. P. A primary-side control strategy for series-parallel loosely coupled inductive power transfer systems, 2007 2nd IEEE Conference on Industrial Electronics and Applications, Harbin, China, 2007, pp. 2322—2327, DOI: 10.1109/ICIEA.2007.4318825.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Li H. L., Hu A. P., Covic G. A., ChunSen Tang. A new primary power regulation method for contactless power transfer // 2009 IEEE International Conference on Industrial Technology. Churchill, VIC, Australia. 2009. P. 1—5. DOI: 10.1109/ICIT.2009.4939680</mixed-citation><mixed-citation xml:lang="en">Li H. L., Hu A. P., Covic G. A., ChunSen Tang. A new primary power regulation method for contactless power transfer, 2009 IEEE International Conference on Industrial Technology, Churchill, VIC, Australia, 2009, pp. 1—5, DOI: 10.1109/ICIT.2009.4939680.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Kim S. M., Cho I. K., Moon J. I., Yoon J. H., Byun W. J., Choi H. D. System level power control algorithm in wireless power transmission for reducing EMF. // 2014 IEEE Wireless Power Transfer Conference, Jeju, Korea (South). 2014. P. 193—196. DOI: 10.1109/WPT.2014.6839580</mixed-citation><mixed-citation xml:lang="en">Kim S. M., Cho I. K., Moon J. I., Yoon J. H., Byun W. J., Choi H. D. System level power control algorithm in wireless power transmission for reducing EMF, 2014 IEEE Wireless Power Transfer Conference, Jeju, Korea (South), 2014, pp. 193—196, DOI: 10.1109/WPT.2014.6839580.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Li Y. et al. Improved ant colony algorithm for adaptive frequency-tracking control in WPT system // IET Microwaves, Antennas &amp; Propagation. 2018. Vol. 12, N. 1. P. 23—28.</mixed-citation><mixed-citation xml:lang="en">Li Y., Zhang C., Yang Q., Li J., Zhang Y., Zhang X., Xue M. Improved ant colony algorithm for adaptive frequency-tracking control in WPT system, IET Microwaves, Antennas &amp; Propagation, 2018, vol. 12, no. 1, pp. 23—28.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Крестовников К. Д., Ерашов А. А. Разработка архитектуры и обобщенной структуры модулей распределенной системы управления робототехническими комплексами различного назначения // Робототехника и техническая кибернетика. 2022. Т. 10, № 3. С. 201—212. DOI: 10.31776/RTCJ.10305</mixed-citation><mixed-citation xml:lang="en">Krestovnikov K. D., Erashov A. A. Development of architecture and generalized structure of modules for a distributed control system for robotic complexes for various purposes, Robotics and technical cybernetics, 2022, vol. 10, no. 3, pp. 201—212, DOI: 10.31776/RTCJ.10305 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Zakiev A., Shabalina K., Tsoy T., Magid E. Pilot Virtual Experiments on ArUco and ArTag Systems Comparison for Fiducial Marker Rotation Resistance // Smart Innovation, Systems and Technologies. 2019. N. 154. P. 455—464. DOI:10.1007/978- 981-13-9267-2_37</mixed-citation><mixed-citation xml:lang="en">Zakiev A., Shabalina K., Tsoy T., Magid E. Pilot Virtual Experiments on ArUco and ArTag Systems Comparison for Fiducial Marker Rotation Resistance, Smart Innovation, Systems and Technologies, 2019, no. 154, pp. 455—464, DOI:10.1007/978-981- 13-9267-2_37.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">EEMB Co., Ltd. LIR18650 Lithium-ion Battery Datasheet. URL: https://www.ineltro.ch/media/downloads/ SAAItem/45/45958/36e3e7f3-2049-4adb-a2a7-79c654d92915.pdf, 2010 (дата обращения: 5 мая 2023 г.)</mixed-citation><mixed-citation xml:lang="en">EEMB Co., Ltd. LIR18650 Lithium-ion Battery Datasheet, available at: https://www.ineltro.ch/media/downloads/ SAAItem/45/45958/36e3e7f3-2049-4adb-a2a7-79c654d92915.pdf, 2010 (Retrieved: May 5, 2023)</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
