<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">bsuir</journal-id><journal-title-group><journal-title xml:lang="ru">Доклады БГУИР</journal-title><trans-title-group xml:lang="en"><trans-title>Doklady BGUIR</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1729-7648</issn><issn pub-type="epub">2708-0382</issn><publisher><publisher-name>БГУИР</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.35596/1729-7648-2023-21-5-96-103</article-id><article-id custom-type="elpub" pub-id-type="custom">bsuir-3734</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>ЭЛЕКТРОНИКА, РАДИОФИЗИКА, РАДИОТЕХНИКА, ИНФОРМАТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ELECTRONICS, RADIOPHYSICS, RADIOENGINEERING, INFORMATICS</subject></subj-group></article-categories><title-group><article-title>Реализация систем принятия решений на базе типового решающего элемента</article-title><trans-title-group xml:lang="en"><trans-title>Implementation of Decision-Making Systems Based on a Typical Decisive Element</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>Бранцевич</surname><given-names>П. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Brancevich</surname><given-names>P. Y.</given-names></name></name-alternatives><bio xml:lang="ru"><p>к. т. н., доцент, докторант</p><p>г. Минск</p></bio><bio xml:lang="en"><p>Brancevich Peter Yul’yanovich, Cand. of Sci., Associate Professor, Doctoral Student</p><p>220013, Minsk, P. Brovki St., 6</p><p>Tel.: +375 29 355-51-21</p></bio><email xlink:type="simple">branc@bsuir.edu.by</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Белорусский государственный университет информатики и радиоэлектроники</institution></aff><aff xml:lang="en"><institution>Belarusian State University of Informatics and Radioelectronics</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>26</day><month>10</month><year>2023</year></pub-date><volume>21</volume><issue>5</issue><fpage>96</fpage><lpage>103</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Бранцевич П.Ю., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Бранцевич П.Ю.</copyright-holder><copyright-holder xml:lang="en">Brancevich P.Y.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://doklady.bsuir.by/jour/article/view/3734">https://doklady.bsuir.by/jour/article/view/3734</self-uri><abstract><p>По мере получения и накопления больших объемов данных все более актуальной становится необходимость создания автоматизированных и автоматических систем принятия решений для самых разнообразных задач. В технической сфере одной из них является техническая диагностика, а в медицине – диагностика состояния человека. В настоящее время в промышленной эксплуатации находятся десятки компьютерных систем непрерывного контроля вибрации и мониторинга сложных узлов роторного типа, которые формируют временные тренды по 14 параметрам вибрации с шагом по времени 1–8 с для каждой контрольной точки на эксплуатируемый объект. Предложен функционал универсального модуля принятия решений, входными данными которого являются параметры и характеристики наблюдаемого объекта, с требуемым результирующим выходным решением.</p></abstract><trans-abstract xml:lang="en"><p>As large amounts of data are received and accumulated, the need to create automated and automatic decision-making systems for a wide variety of tasks becomes more and more urgent. In the technical field, one of them is technical diagnostics, and in medicine, diagnostics of the human condition. Currently, dozens of computer systems for continuous vibration control and monitoring of complex rotary-type units are in commercial operation, which form time trends for 14 vibration parameters with a time step of 1–8 s for each control point at the operated facility. The functionality of a universal decision-making module is proposed, the input data of which are the parameters and characteristics of the observed object, with the required resulting output decision.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>параметр</kwd><kwd>характеристика</kwd><kwd>решение</kwd><kwd>вибрация</kwd><kwd>сигнал</kwd><kwd>цифровая обработка</kwd><kwd>амплитудный спектр</kwd></kwd-group><kwd-group xml:lang="en"><kwd>parameter</kwd><kwd>characteristic</kwd><kwd>solution</kwd><kwd>vibration</kwd><kwd>signal</kwd><kwd>digital processing</kwd><kwd>amplitude spectrum</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">Balitsky F. Ya. et al. (2005) Non-Destructive Testing: a Reference Book. Volume 7. Book 2. Vibrodiagnostics. Moscow, Mashinostroyeniye Publ. (in Russian).</mixed-citation><mixed-citation xml:lang="en">Balitsky F. Ya. et al. (2005) Non-Destructive Testing: a Reference Book. Volume 7. Book 2. Vibrodiagnostics. Moscow, Mashinostroyeniye Publ. (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Bently D. E., Hatch C. N., Grissom B. (2002) Fundamentals of Rotating Machinery Diagnostics. Canada: Bently Pressurized Bearing Company.</mixed-citation><mixed-citation xml:lang="en">Bently D. E., Hatch C. N., Grissom B. (2002) Fundamentals of Rotating Machinery Diagnostics. Canada: Bently Pressurized Bearing Company.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Shirman A. R., Soloviev A. B. (1996) Practical Vibration Diagnostics and Monitoring of the State of Mechanical Equipment. Moscow (in Russian).</mixed-citation><mixed-citation xml:lang="en">Shirman A. R., Soloviev A. B. (1996) Practical Vibration Diagnostics and Monitoring of the State of Mechanical Equipment. Moscow (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Barkov A. V., Barkova N. A., Azovtsev A. Yu. (2000) Monitoring and Diagnostics of Rotary Machines by Vibration. St. Petersburg, Ed. Center SPbGMTU (in Russian).</mixed-citation><mixed-citation xml:lang="en">Barkov A. V., Barkova N. A., Azovtsev A. Yu. (2000) Monitoring and Diagnostics of Rotary Machines by Vibration. St. Petersburg, Ed. Center SPbGMTU (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Osovsky S. (2002) Neural Networks for Information Processing. Per. from Polish by I. D. Rudinsky. Moscow, Finance and Statistics (in Russian).</mixed-citation><mixed-citation xml:lang="en">Osovsky S. (2002) Neural Networks for Information Processing. Per. from Polish by I. D. Rudinsky. Moscow, Finance and Statistics (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">GOST ISO 10816-1–97. Vibration. Monitoring the Condition of Machines Based on the Results of Vibration Measurements on Non-Rotating Parts. Part 1. General Requirements (in Russian).</mixed-citation><mixed-citation xml:lang="en">GOST ISO 10816-1–97. Vibration. Monitoring the Condition of Machines Based on the Results of Vibration Measurements on Non-Rotating Parts. Part 1. General Requirements (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Brancevich P., Miao X., Li Y. (2013) Organization of the Vibration-Based Monitoring and Diagnostics System for Mechanical Complex System. Proceedings of the 20th International Congress on Sound and Vibration. Bangkok, Thailand. July 7–11.</mixed-citation><mixed-citation xml:lang="en">Brancevich P., Miao X., Li Y. (2013) Organization of the Vibration-Based Monitoring and Diagnostics System for Mechanical Complex System. Proceedings of the 20th International Congress on Sound and Vibration. Bangkok, Thailand. July 7–11.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Branсevich P. J., Kostyuk S. F., Sobol G. G. (2003) Organization and Algorithms of the System of Vibration Control and Evaluation of the Technical Condition of Turbine Units by Vibration Parameters. Problems of Vibration, Vibration Adjustment, Vibration Monitoring and Diagnostics of Power Station Equipment: Sat. Reports; under the General Editorship of A. V. Salimon. Moscow, VTI (in Russian).</mixed-citation><mixed-citation xml:lang="en">Branсevich P. J., Kostyuk S. F., Sobol G. G. (2003) Organization and Algorithms of the System of Vibration Control and Evaluation of the Technical Condition of Turbine Units by Vibration Parameters. Problems of Vibration, Vibration Adjustment, Vibration Monitoring and Diagnostics of Power Station Equipment: Sat. Reports; under the General Editorship of A. V. Salimon. Moscow, VTI (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Pavlova L. P. (2017) Dominants of the Active Brain. Systemic Psychophysiological Approach to EEG Analysis. St. Petersburg, INFORM-NAVIGATOR (in Russian).</mixed-citation><mixed-citation xml:lang="en">Pavlova L. P. (2017) Dominants of the Active Brain. Systemic Psychophysiological Approach to EEG Analysis. St. Petersburg, INFORM-NAVIGATOR (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Pupkov K. A., Valtsev V. B. (2000) Processes of Regulation and Control in the Brain and Artificial Intelligence Systems. Intelligent Systems: Proceedings of the Fourth International Symposium. Moscow, RUSSAKI. 19–20 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Pupkov K. A., Valtsev V. B. (2000) Processes of Regulation and Control in the Brain and Artificial Intelligence Systems. Intelligent Systems: Proceedings of the Fourth International Symposium. Moscow, RUSSAKI. 19–20 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Stepanov M. F., Alpatov M. A., Bubnov R. V. (2000) MISS – System for Modeling Intelligent Self-Organizing Automatic Control Systems. Intelligent Systems: Proceedings of the Fourth International Symposium. Moscow, RUSSAKI. 21–22 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Stepanov M. F., Alpatov M. A., Bubnov R. V. (2000) MISS – System for Modeling Intelligent Self-Organizing Automatic Control Systems. Intelligent Systems: Proceedings of the Fourth International Symposium. Moscow, RUSSAKI. 21–22 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Maklakov A. G. (2008) General Psychology: Textbook for Universities. St. Petersburg, Piter Publ. (in Russian).</mixed-citation><mixed-citation xml:lang="en">Maklakov A. G. (2008) General Psychology: Textbook for Universities. St. Petersburg, Piter Publ. (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Efimova N. S. (2013) Fundamentals of General Psychology: Textbook for Students of Institutions of Secondary Vocational Education. Moscow, INFRA-M (in Russian).</mixed-citation><mixed-citation xml:lang="en">Efimova N. S. (2013) Fundamentals of General Psychology: Textbook for Students of Institutions of Secondary Vocational Education. Moscow, INFRA-M (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Branсevich P. J., Bazylev E. N. (2016) Big Data in Systems of Vibration Control, Monitoring, Diagnostics. Non-Destructive Testing and Diagnostics. (3) (in Russian).</mixed-citation><mixed-citation xml:lang="en">Branсevich P. J., Bazylev E. N. (2016) Big Data in Systems of Vibration Control, Monitoring, Diagnostics. Non-Destructive Testing and Diagnostics. (3) (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Brancevich P., Li Y. (2018) Detection of Vibration Disturbances During the Analysis of Long Realisations of Vibration Signals. 25th International Congress on Sound and Vibration. Hiroshima. Japan. July 8–12.</mixed-citation><mixed-citation xml:lang="en">Brancevich P., Li Y. (2018) Detection of Vibration Disturbances During the Analysis of Long Realisations of Vibration Signals. 25th International Congress on Sound and Vibration. Hiroshima. Japan. July 8–12.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Brancevich P., Li Y. (2022) Model of the Decision-Making System for Assessment of the State of Technical Objects. Proceedings of the 28th International Congress on Sound and Vibration. Singapore – 2022. USA, The International Institute of Acoustics and Vibration.</mixed-citation><mixed-citation xml:lang="en">Brancevich P., Li Y. (2022) Model of the Decision-Making System for Assessment of the State of Technical Objects. Proceedings of the 28th International Congress on Sound and Vibration. Singapore – 2022. USA, The International Institute of Acoustics and Vibration.</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>
