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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.23.146-151</article-id><article-id custom-type="elpub" pub-id-type="custom">novtexmech-1150</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>Анализ системы "маятник—тележка" при внешнем гармоническом воздействии на основе критериальной матрицы системы</article-title><trans-title-group xml:lang="en"><trans-title>Analysis of a Cart-Inverted Pendulum System with Harmonic Disturbances Based on its Criterion Matrix</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>Лонг</surname><given-names>Xоанг Дык</given-names></name><name name-style="western" xml:lang="en"><surname>Long</surname><given-names>Hoang Duc</given-names></name></name-alternatives><bio xml:lang="ru"><p>аспирант</p><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>Hoang Duc Long, Ph.D. Student, Faculty of Control Systems and Robotics</p><p>Saint Petersburg</p></bio><email xlink:type="simple">longhd@mta.edu.vn</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Дударенко</surname><given-names>Н. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Dudarenko</surname><given-names>N. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>канд. техн. наук, доц.</p><p>Санкт-Петербург</p><p> </p></bio><bio xml:lang="en"><p>Cand. of Sc., Associate Professor</p><p>Saint Petersburg</p></bio><email xlink:type="simple">dudarenko@mail.ifmo.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Университет ИТМО</institution><country>Россия</country></aff><aff xml:lang="en"><institution>ITMO University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>06</day><month>03</month><year>2022</year></pub-date><volume>23</volume><issue>3</issue><fpage>146</fpage><lpage>151</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Commercial Publisher «New Technologies», 2022</copyright-statement><copyright-year>2022</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/1150">https://mech.novtex.ru/jour/article/view/1150</self-uri><abstract><p>Управление перевернутым маятником на тележке является классической задачей теории управления. Динамика перевернутого маятника схожа с динамикой многих реальных систем, представляющих практический интерес, таких как маятниковые системы, ракетные пусковые установки, сигвеи и многие другие. Управление такой системой является сложной задачей в силу неустойчивости и нелинейности системы. Кроме того, физические ограничения, накладываемые на систему, также усложняют процесс проектирования системы управления. Большая часть нелинейностей обусловлена как самой конструкцией системы, так и влиянием внешних возмущений различного характера. В статье представлен подход к анализу системы "маятник—тележка", функционирующей в условиях внешних гармонических воздействий. Предлагаемый подход основан на исследовании характеристического показателя критериальной матрицы системы, именуемого функционал вырождения. Функционал вырождения, сконструированный на спектре сингулярных чисел критериальной матрицы системы, используется как качественный показатель, позволяющий определить диапазон частот гармонического воздействия, на котором система функционирует как единое целое. Для управления системой перевернутого маятника на тележке используется линейно-квадратичный регулятор. Предлагаемый подход иллюстрируется примером.</p></abstract><trans-abstract xml:lang="en"><p>The control of an inverted pendulum is a classical benchmark control problem. Its dynamics resemble that of many real-world systems of interest like pendulous, missile launchers, segways, and many more. The control of this system is challenging as it is a highly unstable, highly non-linear, non-minimum phase system, and underactuated. Furthermore, the physical constraints on the track position also pose complexity in its control design. A great deal of nonlinearity is present inherently and as well as affected by the surrounding external disturbances. The paper presents an approach for analysis of a cart-inverted pendulum system with harmonic disturbances. The approach is based on the index of the criterion matrix of the system named a degeneration factor. The degeneration factor is constructed with the singular values of the criterion matrix of the system and allows us to find frequency range, where the system operates as a whole. A linear-quadratic regulator is used to control the cart-inverted pendulum system. The results are supported with an example.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>перевернутый маятник на тележке</kwd><kwd>критериальная матрица</kwd><kwd>уравнение Сильвестра</kwd><kwd>функционал вырождения</kwd><kwd>гармоническое возмущение</kwd><kwd>линейно-квадратичный регулятор</kwd></kwd-group><kwd-group xml:lang="en"><kwd>cart-inverted pendulum</kwd><kwd>criterion matrix</kwd><kwd>Sylvester equation</kwd><kwd>degeneration factor</kwd><kwd>harmonic disturbance</kwd><kwd>linearquadratic regulator</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Sandeep D. Hanwate, Yogesh V. Hote. Design of PID controller for inverted pendulum using stability boundary locus, 2014 Annual IEEE India Conference, 2014, pp. 1—6.</mixed-citation><mixed-citation xml:lang="en">Sandeep D. Hanwate, Yogesh V. Hote. Design of PID controller for inverted pendulum using stability boundary locus, 2014 Annual IEEE India Conference, 2014, pp. 1—6.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Yon Yaw Lim, Choon Lih Hoo, Yen Myan Felicia Wong. Stabilising an Inverted Pendulum with PID Controller, MATEC Web of Conferences 152, ID 02009 (2018).</mixed-citation><mixed-citation xml:lang="en">Yon Yaw Lim, Choon Lih Hoo, Yen Myan Felicia Wong. Stabilising an Inverted Pendulum with PID Controller, MATEC Web of Conferences 152, ID 02009 (2018).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Liang Zhang, Xiaoheng Chang, Hamid Reza Karimi. Fuzzy Modeling and Control for a Class of Inve rted Pendulum System, Abstract and Applied Analysis, 2014, vol. 2014, ID 936868.</mixed-citation><mixed-citation xml:lang="en">Liang Zhang, Xiaoheng Chang, Hamid Reza Karimi. Fuzzy Modeling and Control for a Class of Inve rted Pendulum System, Abstract and Applied Analysis, 2014, vol. 2014, ID 936868.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Patel N., Nigam M. J. Design of Fuzzy PD Controller for Inverted Pendulum in Real Time, Proceedings of International Conference on Advances in Computing, 2013, pp. 955—962.</mixed-citation><mixed-citation xml:lang="en">Patel N., Nigam M. J. Design of Fuzzy PD Controller for Inverted Pendulum in Real Time, Proceedings of International Conference on Advances in Computing, 2013, pp. 955—962.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Mladenov V., Tsenov G., Ekonomou L., Harkiolakis N., Karampelas P. Neural Network Control of an Inverted Pendulum on a Cart, Proceedings of the 9th WSEAS International Conference on Robotics, Control and Manufacturing Technology, 2009, pp. 112—120.</mixed-citation><mixed-citation xml:lang="en">Mladenov V., Tsenov G., Ekonomou L., Harkiolakis N., Karampelas P. Neural Network Control of an Inverted Pendulum on a Cart, Proceedings of the 9th WSEAS International Conference on Robotics, Control and Manufacturing Technology, 2009, pp. 112—120.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Olfa Jedda, Jalel Ghabi, Ali Douik. Sliding Mode Control of an Inverted Pendulum, Applications of Sliding Mode Control, 2017, pp. 105—118.</mixed-citation><mixed-citation xml:lang="en">Olfa Jedda, Jalel Ghabi, Ali Douik. Sliding Mode Control of an Inverted Pendulum, Applications of Sliding Mode Control, 2017, pp. 105—118.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Zhao Jie, Ren Sijing. Sliding mode control of inverted pendulum based on state observer, Sixth International Conference on Information Science and Technology, 2016, pp. 322—326.</mixed-citation><mixed-citation xml:lang="en">Zhao Jie, Ren Sijing. Sliding mode control of inverted pendulum based on state observer, Sixth International Conference on Information Science and Technology, 2016, pp. 322—326.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Lal Bahadur Prasad, Barjeev Tyagi, Hari Om Gupta. Optimal Control of Nonlinear Inverted Pendulum System Using PID Controller and LQR: Performance Analysis Without and With Disturbance Input, International Journal of Automation and Computing, 2014, vol. 11, pp. 661—670.</mixed-citation><mixed-citation xml:lang="en">Lal Bahadur Prasad, Barjeev Tyagi, Hari Om Gupta. Optimal Control of Nonlinear Inverted Pendulum System Using PID Controller and LQR: Performance Analysis Without and With Disturbance Input, International Journal of Automation and Computing, 2014, vol. 11, pp. 661—670.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Indrazno Siradjuddin, Budhy Setiawan, Ahmad Fahmi, Zakiya Amalia and Erfan Rohadi. State space control using LQR method for a cart-inverted pendulum linearised model, International Journal of Mechanical &amp; Mechatronics Engineering, 2017, vol. 17, no. 01, pp. 119—126.</mixed-citation><mixed-citation xml:lang="en">Indrazno Siradjuddin, Budhy Setiawan, Ahmad Fahmi, Zakiya Amalia and Erfan Rohadi. State space control using LQR method for a cart-inverted pendulum linearised model, International Journal of Mechanical &amp; Mechatronics Engineering, 2017, vol. 17, no. 01, pp. 119—126.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Pyrkin A. A., Bobtsov A. A. Cancelation of Unknown Multiharmonic Disturbance for Nonlinear Plant with Input Delay, Adaptive Control Signal Proc., 2012, vol. 26, no. 4, pp. 302—315.</mixed-citation><mixed-citation xml:lang="en">Pyrkin A. A., Bobtsov A. A. Cancelation of Unknown Multiharmonic Disturbance for Nonlinear Plant with Input Delay, Adaptive Control Signal Proc., 2012, vol. 26, no. 4, pp. 302—315.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Pyrkin A. A., Bobtsov A. A., Nikiforov V. O., Vedyakov A. A., Kolyubin S. A., Borisov O. I. Output Control Approach for Delayed Linear Systems with Adaptive Rejection of Multiharmonic Disturbance, IFAC Proc. Volumes, 2014, vol. 47. no. 3, pp. 12110—12115.</mixed-citation><mixed-citation xml:lang="en">Pyrkin A. A., Bobtsov A. A., Nikiforov V. O., Vedyakov A. A., Kolyubin S. A., Borisov O. I. Output Control Approach for Delayed Linear Systems with Adaptive Rejection of Multiharmonic Disturbance, IFAC Proc. Volumes, 2014, vol. 47. no. 3, pp. 12110—12115.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Akunova A., Akunov T. A., Ushakov A. V. Degeneration of Complex Systems under Multifrequent Input Signal, Control of Oscillations and Chaos, IEEE Transactions on, 2000, vol. 1, pp. 101—104.</mixed-citation><mixed-citation xml:lang="en">Akunova A., Akunov T. A., Ushakov A. V. Degeneration of Complex Systems under Multifrequent Input Signal, Control of Oscillations and Chaos, IEEE Transactions on, 2000, vol. 1, pp. 101—104.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Dudarenko N., Ushakov A. Performance Evaluation of MIMO Discrete Dynamic Systems with Periodic Disturbances Using Degeneration Factors, 4th IFAC Workshop on Periodic Control Systems, 2010, vol. 43, iss. 11, pp. 122—127.</mixed-citation><mixed-citation xml:lang="en">Dudarenko N., Ushakov A. Performance Evaluation of MIMO Discrete Dynamic Systems with Periodic Disturbances Using Degeneration Factors, 4th IFAC Workshop on Periodic Control Systems, 2010, vol. 43, iss. 11, pp. 122—127.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Dudarenko N., Vunder N. A priori control of potential degeneration of continuous multichannel dynamic systems, Tr. SPIIRAN, 2020, vol. 1, iss. 19, pp. 104—127 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Dudarenko N., Vunder N. A priori control of potential degeneration of continuous multichannel dynamic systems, Tr. SPIIRAN, 2020, vol. 1, iss. 19, pp. 104—127 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Dudarenko N. A., Ushakov A. V. Analysis of multidimensional dynamical systems: technology of degeneration control, Saarbrucken, LAP LAMBERT Academic Publishing, 2011, 232 p. (in Russian).</mixed-citation><mixed-citation xml:lang="en">Dudarenko N. A., Ushakov A. V. Analysis of multidimensional dynamical systems: technology of degeneration control, Saarbrucken, LAP LAMBERT Academic Publishing, 2011, 232 p. (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Dudarenko N. A., Ushakov A. V. Technology of degeneration control of complex dynamic systems with frequency separate conditioning values, Modern technologies: Collection papers, SaintPetersburg, IFMO, 2003, pp. 245—252 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Dudarenko N. A., Ushakov A. V. Technology of degeneration control of complex dynamic systems with frequency separate conditioning values, Modern technologies: Collection papers, SaintPetersburg, IFMO, 2003, pp. 245—252 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Moghaddari M., Zamiri-Jafarian H. Algorithms of channel SVD estimation in MIMOOFDM systems: evaluation and comparison, International Symposium on Telecommunications, 2008, pp. 399—403.</mixed-citation><mixed-citation xml:lang="en">Moghaddari M., Zamiri-Jafarian H. Algorithms of channel SVD estimation in MIMOOFDM systems: evaluation and comparison, International Symposium on Telecommunications, 2008, pp. 399—403.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Hu J., Xie X., Feng S., Lu J. Adaptable channel decomposition for time-varying MIMO system with QoS constraints, International Conference on Wireless Communications, Networking and Mobile Computing, 2008, no. 4678434, pp. 1—5.</mixed-citation><mixed-citation xml:lang="en">Hu J., Xie X., Feng S., Lu J. Adaptable channel decomposition for time-varying MIMO system with QoS constraints, International Conference on Wireless Communications, Networking and Mobile Computing, 2008, no. 4678434, pp. 1—5.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Wael Abu Shehab, Zouhair Al-qudah. Singular Value Decomposition: Principles and Applications in Multiple Input Multiple Output Communication system, International Journal of Computer Networks &amp; Communications, 2017, vol. 9, no. 1, pp. 13—21.</mixed-citation><mixed-citation xml:lang="en">Wael Abu Shehab, Zouhair Al-qudah. Singular Value Decomposition: Principles and Applications in Multiple Input Multiple Output Communication system, International Journal of Computer Networks &amp; Communications, 2017, vol. 9, no. 1, pp. 13—21.</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>
